/
`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-f2902d062830962b", "name": "Dangling fetch: GET http://127.0.0.1:${port}${path} (mailwoman/test/health-router.test.ts:28)", "shortDescription": {"text": "Dangling fetch: GET http://127.0.0.1:${port}${path} (mailwoman/test/health-router.test.ts:28)"}, "fullDescription": {"text": "`mailwoman/test/health-router.test.ts:28` calls `GET http://127.0.0.1:${port}${path}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/http:/127.0.0.1:/
/
`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c12c6865b07d2ffd", "name": "Dangling fetch: POST http://127.0.0.1:${port}${path} (mailwoman/test/geocode-router.test.ts:33)", "shortDescription": {"text": "Dangling fetch: POST http://127.0.0.1:${port}${path} (mailwoman/test/geocode-router.test.ts:33)"}, "fullDescription": {"text": "`mailwoman/test/geocode-router.test.ts:33` calls `POST http://127.0.0.1:${port}${path}` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/http:/127.0.0.1:/
/
`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-2e7611b1bd50e602", "name": "Unused endpoint: GET /api/resolve", "shortDescription": {"text": "Unused endpoint: GET /api/resolve"}, "fullDescription": {"text": "`mailwoman/server/ResolveRouter.ts` declares `GET /api/resolve` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-21d4e3431aa9b5dc", "name": "Unused endpoint: POST /parse", "shortDescription": {"text": "Unused endpoint: POST /parse"}, "fullDescription": {"text": "`mailwoman/server/AddressRouter.ts` declares `POST /parse` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-03fe68b34c851b80", "name": "Unused endpoint: POST /api/geocode", "shortDescription": {"text": "Unused endpoint: POST /api/geocode"}, "fullDescription": {"text": "`mailwoman/server/GeocodeRouter.ts` declares `POST /api/geocode` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f486bdc2e1c42a36", "name": "Unused endpoint: POST /api/batch", "shortDescription": {"text": "Unused endpoint: POST /api/batch"}, "fullDescription": {"text": "`mailwoman/server/GeocodeRouter.ts` declares `POST /api/batch` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f14b6d72beea7f2e", "name": "Unused endpoint: POST /api/resolve-tree", "shortDescription": {"text": "Unused endpoint: POST /api/resolve-tree"}, "fullDescription": {"text": "`mailwoman/server/GeocodeRouter.ts` declares `POST /api/resolve-tree` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8251fb58f5e23401", "name": "Unused endpoint: POST /api/reload", "shortDescription": {"text": "Unused endpoint: POST /api/reload"}, "fullDescription": {"text": "`mailwoman/server/GeocodeRouter.ts` declares `POST /api/reload` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/19757"}, "properties": {"repository": "sister-software/mailwoman", "repoUrl": "https://github.com/sister-software/mailwoman", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467256, "scanner": "foundry_dataset", "fingerprint": "58dd31d53419373a651fa2bd63feb7785006f4a0e9324650fd640916b41e731e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#7", "issue_number": "7", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-dbb692f4def931e4", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#7\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#7\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#7\nRepo: sister-software/mailwoman\nIssue/PR number: 7\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-f42bda2a009e8d89", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467255, "scanner": "foundry_dataset", "fingerprint": "81a3125bff496e14453ca3249c04d30c2828248f4c59f8423262f49ca8424cd5", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#67", "issue_number": "67", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d7f6a95a4cf86873", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#67\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#67\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#67\nRepo: sister-software/mailwoman\nIssue/PR number: 67\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-c7d3bf01b1bf3022", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467254, "scanner": "foundry_dataset", "fingerprint": "73afcbfc90d21b2f81f746a07e439ff2e9153bf2fff7c158131eb9b00ad7a690", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#6", "issue_number": "6", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-35ca2d6ada9242bb", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#6\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#6\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#6\nRepo: sister-software/mailwoman\nIssue/PR number: 6\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-7dc8096fd243910e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467253, "scanner": "foundry_dataset", "fingerprint": "f2340e059b2a03950e868df85e21a089c69b185ddf225a7ea0f52f85a22b8351", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#424", "issue_number": "424", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1e9587e852aed6b0", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#424\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#424\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#424\nRepo: sister-software/mailwoman\nIssue/PR number: 424\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-f84f93b2f6df5336", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467252, "scanner": "foundry_dataset", "fingerprint": "5b7c85286940dc0cbd03b94db1a8ef06101ae8bf0d122cd771eac81a7e77c77c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#422", "issue_number": "422", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2e28e753f6941320", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#422\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#422\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#422\nRepo: sister-software/mailwoman\nIssue/PR number: 422\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-40093ed6ad42f35c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467251, "scanner": "foundry_dataset", "fingerprint": "1030c011e5363258497a6eea3acdfc441d4f6cf4c8930bb485afd94e7f6cf967", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#416", "issue_number": "416", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ef064fe3adc3379e", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#416\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#416\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#416\nRepo: sister-software/mailwoman\nIssue/PR number: 416\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-07411a9dea65faa4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467250, "scanner": "foundry_dataset", "fingerprint": "42a50fc9ddc7b92a74090e767003e9ec5c4cd4d4ebcc9a1d40befe679ca53595", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#415", "issue_number": "415", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7786dfa1eb23168c", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#415\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#415\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#415\nRepo: sister-software/mailwoman\nIssue/PR number: 415\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-10219a8dcea48e55", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467249, "scanner": "foundry_dataset", "fingerprint": "d1414c5089c8bd96993ddefd7a282905f75e12c12e5a4f2adeecd7d3665eec31", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#414", "issue_number": "414", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2687f5c5a914bb0c", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#414\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#414\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#414\nRepo: sister-software/mailwoman\nIssue/PR number: 414\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-3a9b611336a4c64b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467248, "scanner": "foundry_dataset", "fingerprint": "30eabdfebf42fea5cf0e39a6533e88de3306d9071eba4353085f5f126c699134", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 4, "ui_workflow_gap": 1, "verification_or_tests": 1, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 4, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#413", "issue_number": "413", "quality_tiers": {"unresolved": 1, "assumption_check": 4, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f881e440710f139e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#413\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#413\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#413\nRepo: sister-software/mailwoman\nIssue/PR number: 413\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 37\nNode types: {'link_quality': 8, 'commit': 5, 'alignment': 4, 'comment': 2, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'blueprint_human_gap_disagreement': 4, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_and_fix_context': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 4, 'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-616dd0a8c4624230", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467247, "scanner": "foundry_dataset", "fingerprint": "cc117f3f99c1e9717410ff026ae7b2bd328a9d8a4f8666aca760bd005eca254e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#411", "issue_number": "411", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-188c3d74a3e2dd15", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#411\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#411\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#411\nRepo: sister-software/mailwoman\nIssue/PR number: 411\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-90677c3f834cb339", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467246, "scanner": "foundry_dataset", "fingerprint": "b4a30c35f046e937a259273b21e0c420e7426be96536ed7d2b34c4c4b69d15bd", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#407", "issue_number": "407", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ba580a485ec4ca66", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#407\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#407\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#407\nRepo: sister-software/mailwoman\nIssue/PR number: 407\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-664d9b932b704a54", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467245, "scanner": "foundry_dataset", "fingerprint": "b3853cb3b01208d756695ed700c7bd79ce3a7b9713f402b4419f194f8eb90135", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#406", "issue_number": "406", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-208c568e8ca92301", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#406\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#406\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#406\nRepo: sister-software/mailwoman\nIssue/PR number: 406\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-03cd281e09304e16", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467244, "scanner": "foundry_dataset", "fingerprint": "3794abba73f9463bdde91360e277f1bba222c0ac3883511467b08dd7a28ea3a6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#405", "issue_number": "405", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b75e2429b6a3031d", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#405\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#405\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#405\nRepo: sister-software/mailwoman\nIssue/PR number: 405\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-d508b17c41e64731", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467243, "scanner": "foundry_dataset", "fingerprint": "6f01f966759b0956814a1672897f30512c486defbab02df8385ba01906cab490", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#404", "issue_number": "404", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f34396d5843df83e", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#404\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#404\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#404\nRepo: sister-software/mailwoman\nIssue/PR number: 404\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-4978cccc42f790f3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467242, "scanner": "foundry_dataset", "fingerprint": "6be95cf392c0499391bc9e3299f11e782fea7d6e7cbf5a91ed857cfc892d99eb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#403", "issue_number": "403", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-52697e689e41cbb5", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#403\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#403\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#403\nRepo: sister-software/mailwoman\nIssue/PR number: 403\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-6f17fa71eb0b4b4a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467241, "scanner": "foundry_dataset", "fingerprint": "72026dc3dd02d65c73b3c3e894fd893711b74296aba0343ada34044c21beef21", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "verification_or_tests": 7, "human_feedback_general": 2, "data_schema_persistence": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 30, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#402", "issue_number": "402", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9d905c5eb596b240", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#402\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#402\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#402\nRepo: sister-software/mailwoman\nIssue/PR number: 402\nGraph consistency label: supported_by_verification_signal\nNodes: 30\nEdges: 39\nNode types: {'commit': 9, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'unlinked_human_feedback': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-2dc9450fa783e9b7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467240, "scanner": "foundry_dataset", "fingerprint": "283fb1623b0e98f772dceb0a0de16fa12e469388d0f1f59a318e3b8e4f3ac248", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#377", "issue_number": "377", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3f17894f3674a367", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#377\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#377\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#377\nRepo: sister-software/mailwoman\nIssue/PR number: 377\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-f1dacc4a924d0177", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467239, "scanner": "foundry_dataset", "fingerprint": "5658affbe4c86070446efa99b770334deb03d6b701c56b519c5cf1eff3b3ffe6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "human_feedback_general": 2, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 18, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#371", "issue_number": "371", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8cf75f743ca8f583", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#371\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#371\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#371\nRepo: sister-software/mailwoman\nIssue/PR number: 371\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 18\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'bug_fix': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-dbd67c765ce073d6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467238, "scanner": "foundry_dataset", "fingerprint": "1b2e30e71aa4c422e5b5315d4adc27a3dedc9da5aa26c8fb928ff37510f93b16", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 3, "dependency_or_build": 2, "security_auth_secret": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#3", "issue_number": "3", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-eaffbc96494e211b", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#3\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#3\nRepo: sister-software/mailwoman\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_feedback_general': 1, 'human_reported_issue_then_fix_attempt': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-6a6324c634f83e38", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467237, "scanner": "foundry_dataset", "fingerprint": "ba1ed28e07241826e2ee3ba3a00bfd9e41426182f68794d6482397e7b5563554", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "verification_or_tests": 4, "human_feedback_general": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#241", "issue_number": "241", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-73f27c0498887d5e", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#241\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#241\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#241\nRepo: sister-software/mailwoman\nIssue/PR number: 241\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-32b36483c5fcefa1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467236, "scanner": "foundry_dataset", "fingerprint": "66db503ca5dc62f999ad3ee3d7f23bf1ee8f8d0d72c5e10b30717b4c80782e06", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#155", "issue_number": "155", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0cad0d6e6c70b0b0", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#155\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#155\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#155\nRepo: sister-software/mailwoman\nIssue/PR number: 155\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-678a57228c2f224b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467235, "scanner": "foundry_dataset", "fingerprint": "743d97bf89c611ba2518a8b18499ffad9b6386e2ac1167a678b29972052b16ae", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_or_secrets": 1, "security_auth_secret": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#153", "issue_number": "153", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-79d1623c0213db6f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#153\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#153\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#153\nRepo: sister-software/mailwoman\nIssue/PR number: 153\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_feedback_general': 1, 'human_reported_issue_then_fix_attempt': 1, 'security_or_secrets': 1, 'dependency_or_build': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-6d90bafb087a5782", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467234, "scanner": "foundry_dataset", "fingerprint": "b6802469efcba475a69a45369ede86ff598974bc4b6bcccfa76ef38f73d26f40", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#124", "issue_number": "124", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c9e3bd4b06099f96", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#124\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#124\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#124\nRepo: sister-software/mailwoman\nIssue/PR number: 124\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-f99815dce88a84ba", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467233, "scanner": "foundry_dataset", "fingerprint": "58b315da36cf05f01726456da244d0bff07cbcbf5bf8faeef437142c53a9350f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#123", "issue_number": "123", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-24aee20c3fc4c16a", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#123\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#123\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#123\nRepo: sister-software/mailwoman\nIssue/PR number: 123\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-59c633559814542f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467232, "scanner": "foundry_dataset", "fingerprint": "babfef5704282f6febd62f87ce669edd4fd61892bb7301e4a4c0fa9926065352", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#122", "issue_number": "122", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d9d49c755cad8cdf", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#122\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#122\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#122\nRepo: sister-software/mailwoman\nIssue/PR number: 122\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-5d30ef5089917cf8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467231, "scanner": "foundry_dataset", "fingerprint": "f2a45d4ba7c703653623a04624909605953a2573ecfad12882aaa1e8a0cbe2fb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#121", "issue_number": "121", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-94d075b2070bf798", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#121\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#121\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#121\nRepo: sister-software/mailwoman\nIssue/PR number: 121\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-0ebd4914204310d6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467230, "scanner": "foundry_dataset", "fingerprint": "5c5198aea8243e6b8ff3c785a3d6e05268876e7d74e68d83ddccb31b4a6c5099", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"ui_workflow_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#120", "issue_number": "120", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-5e9510d5fdfa9792", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#120\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#120\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#120\nRepo: sister-software/mailwoman\nIssue/PR number: 120\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-382eb0e9e0175891", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467229, "scanner": "foundry_dataset", "fingerprint": "815b9fd7f40d7d3f0301b4f77a3848754655aff7d3f1d4b8d1e331c55238b751", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#119", "issue_number": "119", "quality_tiers": {"unresolved": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-26e24e0485ef50d4", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#119\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#119\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#119\nRepo: sister-software/mailwoman\nIssue/PR number: 119\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-a8478b22fdb47261", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467228, "scanner": "foundry_dataset", "fingerprint": "6d4bb58b96bc674b6f144f85b6022198f1bd6fb33647e29b5047221cbfe628f1", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#118", "issue_number": "118", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3fdfdb9822f1f631", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#118\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#118\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#118\nRepo: sister-software/mailwoman\nIssue/PR number: 118\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-3082c6badb9f284d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467227, "scanner": "foundry_dataset", "fingerprint": "8273c69767d5b7bb34f23ec5c4841c4948f655ea6c60be90f206f6186b0ca6a1", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#110", "issue_number": "110", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e37582d1fa933af8", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#110\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#110\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#110\nRepo: sister-software/mailwoman\nIssue/PR number: 110\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-1abd22ac6963dc6e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: sister-software/mailwoman"}, "properties": {"repobilityId": 467226, "scanner": "foundry_dataset", "fingerprint": "775c22403fa2eb7d4e300b9580b7b90787ff0ca600fdbd6f2cdad676e9f69d00", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "verification_or_tests": 3, "human_feedback_general": 2, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 23, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#11", "issue_number": "11", "quality_tiers": {"unresolved": 1, "weak_supervision": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2c0a018a86292075", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#11\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#11\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#11\nRepo: sister-software/mailwoman\nIssue/PR number: 11\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 31\nNode types: {'commit': 8, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'ambiguous_needs_more_evidence': 4, 'verification_or_tests': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-57d3fcb8f38ea6ca", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449751, "scanner": "foundry_dataset", "fingerprint": "adb0340e098ddfa744e31218cd6868427f6aa46ad454ed41712e613670f0a601", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "source_or_other": 2, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 22, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#707", "issue_number": "707", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-291f0620f50cae3a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#707\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#707\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#707\nRepo: sister-software/mailwoman\nIssue/PR number: 707\nGraph consistency label: supported_by_verification_signal\nNodes: 22\nEdges: 30\nNode types: {'commit': 5, 'link_quality': 5, 'pr_file': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'source_or_other': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-d61bb9d82be4342d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449750, "scanner": "foundry_dataset", "fingerprint": "9bdcf6f25a73439c40f80e2b4fa9fdc32ee83d61c5d3485105e70c8f1bb2cbad", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_or_frontend": 1, "api_integration_gap": 1, "dependency_or_build": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#706", "issue_number": "706", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-acffe6f9b0acff32", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#706\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#706\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#706\nRepo: sister-software/mailwoman\nIssue/PR number: 706\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 27\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'ui_or_frontend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-89350d07126e1541", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449749, "scanner": "foundry_dataset", "fingerprint": "9ba9284e52bc4a098194e6b0394bf861dbb450e81d6a9acaf5757b1cb528e76a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "data_schema": 1, "docs_or_claims": 1, "verification_or_tests": 2, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#700", "issue_number": "700", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9e9a4e7d073489a0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#700\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#700\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#700\nRepo: sister-software/mailwoman\nIssue/PR number: 700\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 27\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'docs_or_claims': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-4483dbb4ef31a1be", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449748, "scanner": "foundry_dataset", "fingerprint": "3eb6c0217476ef54696e8e90b0fa5f9d07d75fe12b6e00a146d07d89fcd9133e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_or_ci": 1, "data_schema": 1, "source_or_other": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 22, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#699", "issue_number": "699", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-52fa2e902c7bf2e7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 4, "source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#699\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#699\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#699\nRepo: sister-software/mailwoman\nIssue/PR number: 699\nGraph consistency label: supported_by_verification_signal\nNodes: 22\nEdges: 30\nNode types: {'commit': 5, 'link_quality': 5, 'pr_file': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_or_ci': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-75a716d5eaba9283", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449747, "scanner": "foundry_dataset", "fingerprint": "025dfe468dadbafa0343944a59254daeadc55063d4f44eac71a21c025117f6f4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "verification_or_tests": 4, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#687", "issue_number": "687", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cf037fbd8ec1a78d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#687\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#687\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#687\nRepo: sister-software/mailwoman\nIssue/PR number: 687\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-dcb7beac5daa7f14", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449746, "scanner": "foundry_dataset", "fingerprint": "3b4802af8c7e78d4bea30433e02ce8f9b471a5808778dfd1afaf8d3f172bc974", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "api_integration_gap": 1, "generated_provenance": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#684", "issue_number": "684", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-af692585180be7d8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#684\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#684\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#684\nRepo: sister-software/mailwoman\nIssue/PR number: 684\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-7ee4a21f82a0af8d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449745, "scanner": "foundry_dataset", "fingerprint": "47b96fcdfe4bc455fc6977135290123c86327ecb385a511e495cab4e2ed06850", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "generated_provenance": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#683", "issue_number": "683", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-300c9be9d4216e56", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#683\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#683\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#683\nRepo: sister-software/mailwoman\nIssue/PR number: 683\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-d444587558fd8a4e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449744, "scanner": "foundry_dataset", "fingerprint": "466f93bbf8d3f776da0efd9ed5f3431fb5dc862ca0d823230675a5841e447d19", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#682", "issue_number": "682", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4e1ea6a457c18171", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#682\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#682\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#682\nRepo: sister-software/mailwoman\nIssue/PR number: 682\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-6d4dce615b6dce7b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449743, "scanner": "foundry_dataset", "fingerprint": "ed4ae19ea4d32398d4373c7a1d46b044204f8ab044bccd9879b860f309519262", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#676", "issue_number": "676", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b54c4498aafacb43", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#676\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#676\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#676\nRepo: sister-software/mailwoman\nIssue/PR number: 676\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-1df01d0e9cbe347e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449742, "scanner": "foundry_dataset", "fingerprint": "89110cfff7f452561ae19383a60ee46fc23fc2853f4df90473488e69d722ade9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#675", "issue_number": "675", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-20ad4b15961ae6cb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#675\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#675\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#675\nRepo: sister-software/mailwoman\nIssue/PR number: 675\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-7f2a428c2b47c89a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449741, "scanner": "foundry_dataset", "fingerprint": "363d345b821a32579ed19222ced1756fb1d691dffaf94a0033ecb80dd4242780", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "generated_provenance": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#669", "issue_number": "669", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-283a11a6479afc3e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#669\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#669\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#669\nRepo: sister-software/mailwoman\nIssue/PR number: 669\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'generated_provenance': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-8793473a66d3708e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449740, "scanner": "foundry_dataset", "fingerprint": "cf3f4f9107147f54e70cfe121ee8b48ee40d49a5335e6cb3ffb0ba21392b276c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "verification_or_tests": 4, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#661", "issue_number": "661", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6d63f234776c87fe", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#661\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#661\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#661\nRepo: sister-software/mailwoman\nIssue/PR number: 661\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-ff6261dc4ec7febd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449739, "scanner": "foundry_dataset", "fingerprint": "04580667998b45b6cf5f131f5de8c57b260aa736cc600b0914276f24b641a582", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#658", "issue_number": "658", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-29e47eaa4f8021a2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#658\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#658\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#658\nRepo: sister-software/mailwoman\nIssue/PR number: 658\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-d77aee365ebd7426", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449738, "scanner": "foundry_dataset", "fingerprint": "82b0f14ad3f5254cdff69b3cb55a31a8568ef55cfd2106117d1c5dcc52aa6588", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#657", "issue_number": "657", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2fc538ac6f9cf616", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#657\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#657\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#657\nRepo: sister-software/mailwoman\nIssue/PR number: 657\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-113bc167e72f5367", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449737, "scanner": "foundry_dataset", "fingerprint": "b0d3e63e590a39baf5196b6f999384046299e47ae5366063b9b77f50ad718d36", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#649", "issue_number": "649", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-35bb990eb5d8a472", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#649\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#649\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#649\nRepo: sister-software/mailwoman\nIssue/PR number: 649\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-21ac610f9fa620be", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449736, "scanner": "foundry_dataset", "fingerprint": "967109f43a65dbabd24be368134e5c40cbefe679614e4f4fe0b571ac969484cb", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "api_integration_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#641", "issue_number": "641", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-45f429af3ffd4754", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#641\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#641\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#641\nRepo: sister-software/mailwoman\nIssue/PR number: 641\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-bde18c0a5aff9a80", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449735, "scanner": "foundry_dataset", "fingerprint": "db10a440ec6feb7ace566b348891fa78b790c6b885090b12cc81a89917b6cae3", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#639", "issue_number": "639", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-35f45e58b3b13b26", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#639\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#639\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#639\nRepo: sister-software/mailwoman\nIssue/PR number: 639\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-a94f3cf30d8698b0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449734, "scanner": "foundry_dataset", "fingerprint": "c3b80d278c9439620c188b1ab58716a56b1eb3f49f6532ca38d8aa73df0e7245", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#638", "issue_number": "638", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dae5c132342f9832", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#638\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#638\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#638\nRepo: sister-software/mailwoman\nIssue/PR number: 638\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-2ba25cb95cdf0028", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449733, "scanner": "foundry_dataset", "fingerprint": "1ae44cb00652f3eb6e81d0b28ee0d458dba1202325f92b9cb447a9b51e1621b4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "api_integration_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#637", "issue_number": "637", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3c6d3bcad2d63c59", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#637\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#637\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#637\nRepo: sister-software/mailwoman\nIssue/PR number: 637\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-27434a6ed597fbb5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449732, "scanner": "foundry_dataset", "fingerprint": "ac8bd6f0f0c19793867432f20a543cef411ecc47d76f09897e44d29633afe83c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#634", "issue_number": "634", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-160b8975b1f410fe", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#634\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#634\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#634\nRepo: sister-software/mailwoman\nIssue/PR number: 634\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-351c59ced7037f7d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449731, "scanner": "foundry_dataset", "fingerprint": "1f106c8d40c5c4d1ed244c8769b36d7b4097be43e6f0fac2e17695f48dc5279c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_workflow_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#621", "issue_number": "621", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d814013c9ee6b0ef", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#621\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#621\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#621\nRepo: sister-software/mailwoman\nIssue/PR number: 621\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-8c13c1ebefbe0aa0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449730, "scanner": "foundry_dataset", "fingerprint": "e76259cfe6f9208e32c4457dcdf26d6b8342d1dc8740c3b2ca03ef90f3b4daa5", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#595", "issue_number": "595", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e7f24ea4b85cbaa5", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#595\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#595\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#595\nRepo: sister-software/mailwoman\nIssue/PR number: 595\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-8c1ceab6eadafa89", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449729, "scanner": "foundry_dataset", "fingerprint": "ad0dea36fdfc413efc9c5f9df879b7680ae885b39bd468d88d9547096ef45131", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"verification_or_tests": 2, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#5", "issue_number": "5", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-12d678a83d1d4929", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#5\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#5\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#5\nRepo: sister-software/mailwoman\nIssue/PR number: 5\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'link_quality': 5, 'commit': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-1c445410fc9e6043", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449728, "scanner": "foundry_dataset", "fingerprint": "a5432bdb6d34f01ad295969719f28e2f0349ba23a95f1edb6568403e132fdaa2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "dependency_or_build": 1, "verification_or_tests": 4, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#481", "issue_number": "481", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2990cda4dca22e33", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#481\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#481\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#481\nRepo: sister-software/mailwoman\nIssue/PR number: 481\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-58dd24345b0df055", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449727, "scanner": "foundry_dataset", "fingerprint": "92f9bee8d29d89e3f7208695229eae42120874945619e6c59e04a50a16f7f0ef", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#470", "issue_number": "470", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-28c6cd0d07fa5d58", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#470\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#470\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#470\nRepo: sister-software/mailwoman\nIssue/PR number: 470\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-5d12cb776784c1e5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449726, "scanner": "foundry_dataset", "fingerprint": "ed3d59e7f06b0ddbbdb663b6329dc41d29db2131a85c54109462820809af5ab8", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_workflow_gap": 1, "api_integration_gap": 1, "verification_or_tests": 5, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 42, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 29, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#441", "issue_number": "441", "quality_tiers": {"assumption_check": 4, "weak_supervision": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-64f24820eddd8660", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#441\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#441\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#441\nRepo: sister-software/mailwoman\nIssue/PR number: 441\nGraph consistency label: supported_by_verification_signal\nNodes: 29\nEdges: 42\nNode types: {'link_quality': 8, 'commit': 7, 'alignment': 4, 'comment': 2, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 4, 'blueprint_human_gap_disagreement': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'api_integration_gap': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-6f436a05f3975912", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449725, "scanner": "foundry_dataset", "fingerprint": "f070d49e3ed4eb3a5a512a6c856e4aac2b098640fa6e5a89d76a3f73a48deda1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_workflow_gap": 1, "verification_or_tests": 4, "human_feedback_general": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#421", "issue_number": "421", "quality_tiers": {"assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-54cca9f92e8dbcc8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#421\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#421\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#421\nRepo: sister-software/mailwoman\nIssue/PR number: 421\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 30\nNode types: {'commit': 6, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'ui_workflow_gap': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-3d7400f7ae7d4caa", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449724, "scanner": "foundry_dataset", "fingerprint": "e8cf11011c69bc9c3e49214e0edf4bb9b09444e48f1f6c0c1cf6e25f5a19e64f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "ui_workflow_gap": 1, "verification_or_tests": 1, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 4, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#413", "issue_number": "413", "quality_tiers": {"unresolved": 1, "assumption_check": 4, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a0f0c2dae6172ae2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#413\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#413\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#413\nRepo: sister-software/mailwoman\nIssue/PR number: 413\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 37\nNode types: {'link_quality': 8, 'commit': 5, 'alignment': 4, 'comment': 2, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'blueprint_human_gap_disagreement': 4, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_and_fix_context': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 4, 'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-14080484e8ee1068", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449723, "scanner": "foundry_dataset", "fingerprint": "e22924ddf46f6af8d1d229c2a728cae620bd9bb82177af704733eb427286e8fa", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#411", "issue_number": "411", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9612910fd9263012", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#411\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#411\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#411\nRepo: sister-software/mailwoman\nIssue/PR number: 411\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-265ce895ffdcfd39", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449722, "scanner": "foundry_dataset", "fingerprint": "a24a33220972f1b18354cad4a016a6496a223211efd6d98a1d0ec59e873686b7", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#407", "issue_number": "407", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-76191f3114c87a73", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#407\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#407\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#407\nRepo: sister-software/mailwoman\nIssue/PR number: 407\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-3315fda29d3c2d86", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449721, "scanner": "foundry_dataset", "fingerprint": "3851daaac69ee6335e480260646a5e017477599a517c34c702d3fde696956475", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#405", "issue_number": "405", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-25370dccf9168f19", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#405\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#405\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#405\nRepo: sister-software/mailwoman\nIssue/PR number: 405\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-f24769fb9ddc78c6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449720, "scanner": "foundry_dataset", "fingerprint": "9f5e2b0e85527bf14ecc8a71e38eb6c9e863143196e84902d06a17e5ca55bb63", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "verification_or_tests": 7, "human_feedback_general": 2, "data_schema_persistence": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 30, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#402", "issue_number": "402", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-979c73e8e0594b09", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#402\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#402\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#402\nRepo: sister-software/mailwoman\nIssue/PR number: 402\nGraph consistency label: supported_by_verification_signal\nNodes: 30\nEdges: 39\nNode types: {'commit': 9, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'unlinked_human_feedback': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-2139957d41a55e44", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449719, "scanner": "foundry_dataset", "fingerprint": "11622f93c7a533c44a8eec4d6451f57f997271c442b2ec2834f943dcff425d22", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "test_ci_gap": 1, "ui_workflow_gap": 1, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 10, "human_feedback_general": 5, "mostly follows blueprint": 2, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_disagreement": 4, "comment_has_related_commit_context": 5, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 2, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 14, "claimed_resolved_with_verification_signal": 4}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 99, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 14, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "comment_chain_links_commit": 37, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 55, "node_types": {"repo": 1, "commit": 15, "thread": 1, "comment": 8, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#387", "issue_number": "387", "quality_tiers": {"assumption_check": 4, "weak_supervision": 10}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cb508030f0b4cc76", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#387\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#387\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#387\nRepo: sister-software/mailwoman\nIssue/PR number: 387\nGraph consistency label: supported_by_verification_signal\nNodes: 55\nEdges: 99\nNode types: {'commit': 15, 'link_quality': 14, 'comment': 8, 'comment_chain': 8, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 37, 'chain_has_link_quality': 14, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 5, 'comment_has_related_commit_context': 5, 'bug_fix': 4, 'blueprint_human_gap_disagreement': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'test_ci_gap': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'claimed_resolved_with_verification_signal': 4, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 10, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-7923b98de973126d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449718, "scanner": "foundry_dataset", "fingerprint": "a99dccfbecfff12a684a478f6aa2aa0a7db67797c29f4a117f3eaeb4e20b7a7d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 6, "test_ci_gap": 2, "dependency_or_build": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 42, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 32, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 2, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#375", "issue_number": "375", "quality_tiers": {"high_confidence": 4, "assumption_check": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c94627f4ba6ee5f7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#375\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#375\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#375\nRepo: sister-software/mailwoman\nIssue/PR number: 375\nGraph consistency label: supported_by_verification_signal\nNodes: 32\nEdges: 42\nNode types: {'commit': 10, 'link_quality': 8, 'alignment': 4, 'comment': 2, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'claimed_resolved_with_verification_signal': 4, 'blueprint_human_gap_disagreement': 4, 'verification_or_tests': 3, 'test_ci_gap': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-dafda7a4eccbd1af", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449717, "scanner": "foundry_dataset", "fingerprint": "79a2f52b8daf2dd7ceba3eb267c7c04dd49cf51b2c4725a69b921288b99b8e49", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "api_integration_gap": 1, "verification_or_tests": 4, "human_feedback_general": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 25, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#369", "issue_number": "369", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b897af704acc5afa", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#369\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#369\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#369\nRepo: sister-software/mailwoman\nIssue/PR number: 369\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'commit': 7, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'bug_fix': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-c13ecd072ac10dac", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449716, "scanner": "foundry_dataset", "fingerprint": "2c5044f52b271011414cfbed11c8269302912bee45c9d6fa5ebf50f5adc7214e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_workflow_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#295", "issue_number": "295", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f6e0d1950736a3fb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#295\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#295\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#295\nRepo: sister-software/mailwoman\nIssue/PR number: 295\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-522fc7d2f7b6de25", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449715, "scanner": "foundry_dataset", "fingerprint": "21077b2e858dfa04a38b89783c6d1a1e9e15ca9ff7240488e5262a02b644e23d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "verification_or_tests": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#294", "issue_number": "294", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-53cfe4caab2839b0", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#294\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#294\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#294\nRepo: sister-software/mailwoman\nIssue/PR number: 294\nGraph consistency label: weak_supervision_needs_review\nNodes: 16\nEdges: 20\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-9de2376273e5f5e9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449714, "scanner": "foundry_dataset", "fingerprint": "b95747f40f13f8cc6b9447f6b170479f7be5df17d6454569edb0b1bdc92e8d9b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#27", "issue_number": "27", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b81004e4e4d5dd95", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#27\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#27\nRepo: sister-software/mailwoman\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-96cc83eb9b012618", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449713, "scanner": "foundry_dataset", "fingerprint": "ee00b8ddda5b0a609198a0b3fbf5445977ab7d05391dc8bae29d5284fb9f1d3f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "verification_or_tests": 4, "human_feedback_general": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#241", "issue_number": "241", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1b4693f180108127", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#241\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#241\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#241\nRepo: sister-software/mailwoman\nIssue/PR number: 241\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-9359eaa44e081133", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449712, "scanner": "foundry_dataset", "fingerprint": "ceb9c3475661651159ea60d3ffeb49b7ddd4de8a464934c538fe613c2f5d870a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "positive_human_signal": 1, "verification_or_tests": 7, "human_feedback_general": 2, "data_schema_persistence": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 2, "blueprint_human_gap_disagreement": 6, "comment_has_related_commit_context": 2, "human_positive_or_acceptance_signal": 1, "positive_feedback_with_related_change": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 4, "human_positive_or_acceptance_signal": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 90, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 14, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 50, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 6, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#240", "issue_number": "240", "quality_tiers": {"assumption_check": 6, "weak_supervision": 8}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-59a34e76ac4557bf", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#240\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#240\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#240\nRepo: sister-software/mailwoman\nIssue/PR number: 240\nGraph consistency label: supported_by_verification_signal\nNodes: 50\nEdges: 90\nNode types: {'link_quality': 14, 'commit': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 30, 'chain_has_link_quality': 14, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'blueprint_human_gap_disagreement': 6, 'bug_fix': 5, 'claimed_resolved_with_verification_signal': 5, 'data_schema_persistence': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_feedback_general': 2, 'comment_has_related_commit_context': 2, 'ambiguous_needs_more_evidence': 2, 'thread_has_human_issue_and_fix_context': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 4, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'weak_supervision': 8, 'assumption_check': 6}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-e81264586f4babc6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449711, "scanner": "foundry_dataset", "fingerprint": "6abde21df183963e1c7a37a7089b29f3c858074a161331e64500959077d66fb7", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "ui_workflow_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#198", "issue_number": "198", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-76c6301db037a19c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#198\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#198\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#198\nRepo: sister-software/mailwoman\nIssue/PR number: 198\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-670cbda239de256b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449710, "scanner": "foundry_dataset", "fingerprint": "d95d97b8b3550e6d7c14917e698fc57737999b1c293501724811f2e1fcde45ac", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "ui_workflow_gap": 1, "deployment_env_gap": 1, "verification_or_tests": 4, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#192", "issue_number": "192", "quality_tiers": {"assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-39c59d5589e6a435", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#192\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#192\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#192\nRepo: sister-software/mailwoman\nIssue/PR number: 192\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 34\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'deployment_env_gap': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-19c808061bcf5f0e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449709, "scanner": "foundry_dataset", "fingerprint": "6cf6b1905d37fbd544cac506d425584ec8422a2857e6fb09f9bd6eef400cf967", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "verification_or_tests": 3, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_disagreement": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#191", "issue_number": "191", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6a64459995e9d01e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#191\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#191\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#191\nRepo: sister-software/mailwoman\nIssue/PR number: 191\nGraph consistency label: supported_by_verification_signal\nNodes: 19\nEdges: 23\nNode types: {'link_quality': 5, 'commit': 4, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-b4a1d91b4da48995", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449708, "scanner": "foundry_dataset", "fingerprint": "ec17522fe15b6a6add4aea36fd73f35abd6d035bcb0ba4f2b8fe3dec7e6077d9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "verification_or_tests": 2, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#166", "issue_number": "166", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-84729658484ce215", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#166\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#166\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#166\nRepo: sister-software/mailwoman\nIssue/PR number: 166\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'link_quality': 5, 'commit': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-f5b5246a8533aea6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449707, "scanner": "foundry_dataset", "fingerprint": "f7e71c320456e6c15a71d2e2d1c3a9d8fb67431dba5912b8394303babaec2e2b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#120", "issue_number": "120", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-772d96e54a22fca4", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#120\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#120\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#120\nRepo: sister-software/mailwoman\nIssue/PR number: 120\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-ff5d0cd03aa80614", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: sister-software/mailwoman"}, "properties": {"repobilityId": 449706, "scanner": "foundry_dataset", "fingerprint": "4e60f2c4315e2394bbd878c5eda126a0165235c7e32d3d149fff608f21e9cebb", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#118", "issue_number": "118", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-961f0d98fba86940", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#118\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#118\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#118\nRepo: sister-software/mailwoman\nIssue/PR number: 118\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption 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"severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "mostly follows blueprint": 2, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "sister-software/mailwoman#110", "issue_number": "110", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "sister-software/mailwoman", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-92ef0f351ba647a0", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#110\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#110\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: sister-software/mailwoman#110\nRepo: sister-software/mailwoman\nIssue/PR number: 110\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_disagreement': 2, 'mostly follows blueprint': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "graph-query-motif_query-4ec16b6fc2a638cc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439484, "scanner": "foundry_dataset", "fingerprint": "42fe84b748094a775896c0b1434c71924ad7c8d864fe80177fd032fa4e479a9c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#717", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "717", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-fb0457514cfa6a95", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#717\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#717\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-fb5ee2cde0514331\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/717\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/717\\nTitle: feat(#517): wire US military po_box class into the shard builder\\nBody:\\nCompletes #517's rider build half (generator was #715). Adds a `po-box-us-military` class (0.05, from po-box-us) sourcing `synthesizeMilitaryPoBoxRow` \u2014 CMR/PSC/Unit + Box, APO/FPO/DPO locality, AA/AE/AP region, theatre ZIP (codex-backed, self-contained). Strips the synthesizer's `country` field (the builder sets it; the emit-check would reject \\\"US\\\" not-in-raw). NZ already wired (po-box-nz class + GeoNames pool + #715's en-NZ leaders). **Verified 10/10 military rows pass the build emit-check + alignRow.** Full build needs the operator's GeoNames caches for the other tails; military is cache-free. Closes the arena po_box 0/4 + military 0/3 after rebuild+retrain. \ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-79740975f2e01426\",\n \"filename\": \"scripts/build-po-box-cedex-shard.mjs\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 17,\n \"deletions\": 2,\n \"changes\": 19,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/029364cd5e9018baf3c881c728250118a27824ad/scripts%2Fbuild-po-box-cedex-shard.mjs\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-1ebd4d5e2b178a31\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurren\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-e02a9301cb5adbdc", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439483, "scanner": "foundry_dataset", "fingerprint": "4bedd225afe7300555fc85c7fc82925e9a87b27a368aad4a2d40611ed5dd1f1c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#714", "human_labels": ["agent_instruction_gap", "ui_or_frontend"], "issue_number": "714", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-e91194128aaa1c40", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#714\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#714\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-974381be39bf6010\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/714\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/714\\nTitle: feat(#375): stage v1.6.0 retrain bundle \u2014 conventions loss-mask + expanded gate\\nBody:\\nStages the DeepSeek-validated, non-confounding riders onto the boundary-shard retrain recipe so one GPU run banks more, attributable, wins. Recipe stays **DRAFT** (operator GO + the full #511 lint still gate it).\\n\\nReframe (DeepSeek 2026-06-17): the rule is **\\\"one *confounding* variable per run, each change its own gate row.\\\"** A change only confounds the boundary result if it shifts the data distribution the shard trains on.\\n\\n## Riders (each with its own pre-registered gate row)\\n- **(a) `use_conventions_loss_mask: true`** \u2014 READY. A loss-level per-locale legality mask (US can't emit a French CEDEX), built for #478 and dormant until now. Different axis from the data-mix shards \u2192 can't compete for capacity. DeepSeek: *\\\"loss-level constraint, not a data change \u2014 enable it.\\\"*\\n- **(c) Expanded gate** \u2014 READY. Grades the FR/DE composition wins the boundary shard already trains for free: fr.house_number (\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-37cc10b10adee5c7\",\n \"filename\": \"corpus-python/src/mailwoman_train/configs/v1.6.0-boundary-stress.yaml\",\n \"label\": \"ui_or_frontend\",\n \"status\": \"modified\",\n \"additions\": 34,\n \"deletions\": 4,\n \"changes\": 38,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/b40f700a774d8ba71a2edf127cd72e4f05050646/corpus-python%2Fsrc%2Fmailwoman_train%2Fconfigs%2Fv1.6.0-boundary-stress.yaml\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9143b412e1dbee49\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNode\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-7144edcf1c50e8f2", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439482, "scanner": "foundry_dataset", "fingerprint": "b34d71d456add26fff5356fdcc38b2976665939a05298263ef7515fe86c794d1", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#713", "human_labels": ["agent_instruction_gap", "source_or_other", "test_or_ci"], "issue_number": "713", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c1a3fcad607a02c5", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "source_or_other": 3}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#713\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#713\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 3, 'test_or_ci': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-40d89de9dc815f5e\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/713\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/713\\nTitle: feat(#694): flip geocoder ingest to comma-join + normalizeCase (validated, neutral on dedup)\\nBody:\\nGraduates the #700-validated config to the defaults. The #694 root-cause: `ingestRows` space-joined address columns (`\\\"214 Main St Austin TX\\\"`), stripping the parser's segmentation cue and breaking the #690 all-caps fix on the comma-less run.\\n\\n## Changes\\n- **`registry/ingest.ts`** \u2014 `IngestOptions.addressSeparator` default `\\\" \\\"` \u2192 `\\\", \\\"` (an address from separate columns is comma-delimited). ingestRows is matcher-only; pass `\\\" \\\"` for a byte-stable legacy A/B.\\n- **`mailwoman/geocode-core.ts`** \u2014 new `GeocodeDeps.normalizeCase`, threaded to `classifier.parse`, **default `true`**. Validated-beneficial on this exact geocode/resolveTree path (#619: TX locality 90.1\u219299.7%), detection-gated (no-op on mixed-case + non-Latin). **Blast radius includes the CLI/server geocode path** \u2014 flagged for your call; set `normalizeCase:false` to opt a caller out.\\n- **`nppes-dedup-benchmark.ts`** \u2014 `--legacy\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-ea8ff397ba9f9201\",\n \"filename\": \"mailwoman/geocode-core.ts\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 9,\n \"deletions\": 2,\n \"changes\": 11,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/6c614af0b022141fa508da76a9dd3d594a71312d/mailwoman%2Fgeocode-core.ts\"\n },\n {\n \"id\": \"github-pr-file-file-d00c8242c374beb4\",\n \"filename\": \"registry/ingest.test.ts\",\n \"label\": \"test_or_ci\",\n \"status\": \"modified\",\n \"additions\": 6,\n \"deletions\": 6,\n \"changes\": 12,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/6c614af0b0\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-203b0f78ca569285", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439481, "scanner": "foundry_dataset", "fingerprint": "1d72f1d34574bf91a7c2e4852dd77d71ddff8bfefebc81820d4a0a9c8713eea1", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#710", "human_labels": ["docs_or_claims", "security_auth_secret", "ui_or_frontend"], "issue_number": "710", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7ac00b3b62ffd8fc", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 1, "ui_or_frontend": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#710\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#710\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 1, 'docs_or_claims': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-182da8b301112d53\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/710\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/710\\nTitle: docs(#375): correct the #511 finding \u2014 locality/street overlap is REAL\\nBody:\\nChecked the base shards' per-row `source` column: they're source-homogeneous + ordered (part-0000\u2013~199 wof-admin localities; ~342+ usgov-nad US streets). This confirms my first-12 sample was all wof-admin (no streets \u2192 the street_suffix vacuum flags were artifacts) \u2014 **but** reveals the locality/street overlap is **real**: across the full base, common city names (Paris, Springfield) are predominantly **street** tokens, so the shard's B-locality is the minority sense (the '5th Avenue Theatre' #511 class). My earlier doc understated it as 'likely artifact' \u2014 corrected. The CRF may resolve it by context, but the retrain must watch locality-token regression / tune the locality vocab. Affix flags remain safe (lexicon-verified). \ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-51af468871831ba8\",\n \"filename\": \"corpus-python/src/mailwoman_train/configs/v1.6.0-boundary-stress.yaml\",\n \"label\": \"ui_or_frontend\",\n \"status\": \"modified\",\n \"additions\": 7,\n \"deletions\": 4,\n \"changes\": 11,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/e71795218e7746c6701d5ac1903c37a1325102ff/corpus-python%2Fsrc%2Fmailwoman_train%2Fconfigs%2Fv1.6.0-boundary-stress.yaml\"\n },\n {\n \"id\": \"github-pr-file-file-19ddc5c6c941fe15\",\n \"filename\": \"docs/articles/evals/2026-06-17-boundary-stress-baseline.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"modified\",\n \"additions\": 13,\n \"deletions\": 9,\n \"changes\": 22,\n \"blob_url\": \"https://github.com/sister-softwar\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-3f7d69aac00578a7", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439480, "scanner": "foundry_dataset", "fingerprint": "eb9bd6ef792afba84b7f0c9e6794a069559f1b873a77c03e9308581a2e24434c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#704", "human_labels": ["agent_instruction_gap", "docs_or_claims", "source_or_other"], "issue_number": "704", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-277297bf4ed4c0d9", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#704\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#704\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-841da2855f1fc9a1\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/704\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/704\\nTitle: eval(#375): boundary-instability baseline \u2014 the current model's gap quantified\\nBody:\\nThe **'before' baseline** for the #703 boundary-stress shard: today's model on the exact shapes the shard teaches (300 rows/shape). street-eats-affix street_suffix **48%**, comma-less region **66%** / street **34%**, fr-prefix street_prefix **70%**, house-number-after-street house_number **47%** \u2014 the model is **42\u201370%** on these boundaries vs ~95%+ clean. Comma-less is worst (the #694 delimiter-stripping, parser-side); the street boundary is the common casualty across shapes. This is what the retrain (#703 shard, gated, one-variable) is measured against. Eval artifact. \ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-56effd99aba78b8d\",\n \"filename\": \"docs/articles/evals/2026-06-17-boundary-stress-baseline.md\",\n \"label\": \"docs_or_claims\",\n \"status\": \"added\",\n \"additions\": 39,\n \"deletions\": 0,\n \"changes\": 39,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/7184aeb3c63ded95861cd7a0f70ce2f4e9e5dc5b/docs%2Farticles%2Fevals%2F2026-06-17-boundary-stress-baseline.md\"\n },\n {\n \"id\": \"github-pr-file-file-efd134db98ae15b5\",\n \"filename\": \"scripts/eval/boundary-stress-baseline.ts\",\n \"label\": \"source_or_other\",\n \"status\": \"added\",\n \"additions\": 73,\n \"deletions\": 0,\n \"changes\": 73,\n \"blob_url\": \"https://github.com/sister-software/mailwoman/blob/7184aeb3c63ded95861cd7a0f70ce2f4e9e5dc5b/scripts%2Feval%2Fboundary-stress-baseline.ts\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e272d9afbbc99f03\"]\nSource graph evidence:\nSource evidence r\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-f59287ac1a8ab17f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439479, "scanner": "foundry_dataset", "fingerprint": "b5f2b1dd1b4effdac1453cb31710bb8a37c9b630d76c61416932921e84bf99a7", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#7", "human_labels": ["human_feedback_general"], "issue_number": "7", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-a1f1f1af1cc69492", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#7\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#7\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-bc344a3ec341f16b\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/issues/7#issuecomment-4549543042\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/issues/7#issuecomment-4549543042\\nTitle: \\nBody:\\nReference docs exist in docs/plan/reference/.\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e49608afb3b2fc67\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 6, \"generated_claims\": 1}\nHelicopter views: {\"graphs\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-c181a626423cc38a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439477, "scanner": "foundry_dataset", "fingerprint": "0832cb16c9b283e98a5c39ef32a9bf5afea71de18cf090cbfa0cec8f41c1c852", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#695", "human_labels": ["agent_instruction_gap"], "issue_number": "695", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-20dc95fe0ba4a194", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 4, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#695\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#695\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-fb9c97f7fc126ec9\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/695\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/695\\nTitle: chore(#694): #690 geocode-core diagnostics\\nBody:\\nThe two diagnostic scripts behind #694 (the deferred #690 geocode-core wiring): `case-check.ts` (all-caps parse probe) + `geocode-case-diag.ts` (per-source bulk raw-vs-title geocode-rate \u2014 proved TX HHSC 200/200 + FCC 150/150 clear both ways, isolating the cross-dataset 39.2% to an aggregate artifact). Diagnostics only, no shipped behavior. Night-shift. \ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e504835b4eb57006\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 6, \"generated_claims\": 1}\nHelicopter views: {\"graphs\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-a5cf1d0acf702881", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439476, "scanner": "foundry_dataset", "fingerprint": "b8bf0217e29e5142037d68ff15cf114beda4e8e700ce7061ba272df6b919819d", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#694", "human_labels": ["human_feedback_general"], "issue_number": "694", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-35cee61250bebbc9", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#694\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#694\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-a8626757c129d655\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/issues/694\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/issues/694\\nTitle: feat(#690): wire normalizeCase into geocode-core \u2014 bulk-safe in isolation, but a cross-dataset run shows an unexplained aggregate geocode-rate drop (root-cause first)\\nBody:\\n## One-line hypothesis (start here)\\n\\nThe cross-dataset 100\u219239.2% geocode-rate drop is an **aggregate-run STATE artifact** (ShardProvider cache / address-frequency scan / a flag-triggered reload), **NOT** the title-case transform \u2014 because the title-cased transform geocodes 100% in isolation on the two sources that should dominate the run. Root-cause the aggregate state, not the casing.\\n\\n## Goal\\n\\nDeliver #690 (`normalizeCase`) into the record-matcher's geocoder by threading it through `mailwoman/geocode-core.ts` `GeocodeDeps` \u2192 `classifier.parse`, so the cross-dataset / registry geocode path benefits on all-caps compliance data (TX HHSC 100% all-caps, FCC ~46%).\\n\\n## Why it's deferred (the #566 discipline)\\n\\nWired + measured during night-16. The fix is **bulk-safe + beneficial in isolation** (`scripts/eval/geocode-c\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-31e3042eac058b32\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact fami\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-20b222a5b26aad88", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439475, "scanner": "foundry_dataset", "fingerprint": "2023dc2f34dab370ed020afc58c385a232af8515c829edf00750fcbf81fedfa2", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#690", "human_labels": ["human_feedback_general"], "issue_number": "690", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7ee070e25f3dd07f", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#690\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#690\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-54ee0710536f80f9\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/issues/690\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/issues/690\\nTitle: neural: ALL-CAPS input degrades locality parse (drops leading char) \u2014 case-normalize before the model\\nBody:\\n## Finding (from #619 \u2014 TX HHSC geocoder validation)\\n\\nOn the TX HHSC nursing-facilities holdout (1172 real facility addresses, all-caps), the neural parser **loses to v0 on locality-match: 90.1% vs 96.8%** \u2014 the inverse of the clean-OpenAddresses result (neural 84.0 vs v0 82.1). Confirmed by a direct probe (`scripts/eval/case-check.ts`): locality correct **3/5 in ALL-CAPS vs 5/5 in title-case**.\\n\\nThe failure mode is a clean tokenization-boundary artifact: `PALESTINE` parses to locality **`ALESTINE`** (leading `P` dropped) in all-caps, but `Palestine` parses correctly. The model trains predominantly on mixed-case text; all-caps is partly OOD.\\n\\n## Why it matters\\n\\nALL-CAPS is common in compliance/registry/government data (the record-matcher's whole input domain). A 6.7pp locality gap on that distribution is real product impact.\\n\\n## Fix (cheap \u2192 durable)\\n\\n1. **Input case-normaliza\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2c87136b8281ef7a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact fa\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-8f96f95a26b1e352", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439474, "scanner": "foundry_dataset", "fingerprint": "e32fa7ea3121f5d5cc3da5114d443b4d828f841c1dda7e4c33fbb5f997acc8fb", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#689", "human_labels": ["agent_instruction_gap"], "issue_number": "689", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-da94b2c8db28033e", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#689\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#689\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-bf1d81d89b92f32b\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/689\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/689\\nTitle: eval: per-address-type head-to-head \u2014 neural vs v0 (rates, not anecdotes)\\nBody:\\n## Per-address-type head-to-head \u2014 neural vs v0 (turning the blog's anecdotes into rates)\\n\\nThe \\\"A tie on Main Street\\\" post claimed neural beats the Pelias port on PO boxes / intersections / units and ties on clean addresses \u2014 with hand-picked examples. This measures it. (DeepSeek-picked night-shift task: fills the \\\"rates, not anecdotes\\\" credibility gap with zero new infra.)\\n\\nTwo parts, because OpenAddresses (the holdout with real coordinates) is **almost entirely clean parcels** (po_box=3, intersection=0, unit=0 of 10k):\\n\\n### Part A \u2014 coordinate accuracy by bucket (real OA, 2000 rows, same resolver)\\n\\n| bucket | n | neural loc | v0 loc |\\n|---|--:|--:|--:|\\n| all | 2000 | 84.0% | 82.1% |\\n| **multi-word locality** | 509 | **90.0%** | 84.7% |\\n| directional street | 506 | 87.2% | 85.2% |\\n| plain (neither) | 1152 | 81.5% | 80.9% |\\n\\n**The headline finding: neural's US edge is not uniform \u2014 it concentrates on mul\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b1c989b965be66df\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_prof\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-2f16c9085619fe01", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439473, "scanner": "foundry_dataset", "fingerprint": "c87a6358c21b43bce8a14b1924aa58ab21d9e09bbb291f3e86631689562f692b", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#688", "human_labels": ["agent_instruction_gap"], "issue_number": "688", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f1a9feb435922068", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#688\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#688\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-356be0a32452a93c\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/688\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/688\\nTitle: docs(blog): state-of-affairs post \u2014 neural vs the Pelias port (draft)\\nBody:\\n## Blog: \\\"A tie on Main Street, a rout at the PO Box\\\" \u2014 Mailwoman's state of affairs vs the Pelias port\\n\\nA state-of-affairs post comparing Mailwoman's neural parser to **v0** (our TypeScript port of the Pelias parser), grounded entirely in fresh and committed evals. **Draft** \u2014 ready for your read; I'll wire internal cross-links + `yarn build`-verify at publish time (the #680 lesson).\\n\\n### What it covers (all grounded)\\n\\n- **The scoreboard** \u2014 fresh 2,000-row OpenAddresses US head-to-head, both parsers through the same resolver: neural **84.0%** locality vs v0 82.1%, region 99.9 vs 99.5, coord p50 tied at 3.3 km, neural's tail tighter (p99 239 vs 277 km). The honest read: a near-tie on clean US, neural throwing fewer wild misses.\\n- **Where neural pulls ahead** \u2014 real parse outputs (from `scripts/eval/compare-parsers.ts`): the PO box (v0 reads it as a street; neural tags `po_box`), the intersection (v0 drops \\\"\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-27b1874491ae7b1d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-6846eb1627bf9d1f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439472, "scanner": "foundry_dataset", "fingerprint": "10b4f068841528a473d5b5a6b90e7c3323197670c25a7eb27a264eacbdca73b8", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#678", "human_labels": ["deployment_env_gap"], "issue_number": "678", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-07cac9e2b72e6b70", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#678\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#678\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-e3071a586319c433\",\n \"kind\": \"pull_request_body\",\n \"label\": \"deployment_env_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/678\",\n \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/678\\nTitle: eval(#109): H3-cell robustness check \u2014 org-name 68.1% holds\\nBody:\\nTask 4: confirm the org-name coord-grain dedup F1 (68.1%) isn't an artifact of the 50m haversine threshold.\\n\\n**Result:** re-keying the building-grain co-location on an **H3 cell** (res 11 \u2014 the geocode-first \\\"cell\\\" #109 suggested) instead of the 50m radius gives GBT **org-name-h3 = 68.1%** (928 classes, over-merge 76) \u2014 **identical** to the haversine coord-grain (68.1%, 928). The number is robust to the co-location method, and the cell key is O(n) blocking vs O(n\u00b2) pairwise.\\n\\nBaseline reproduced exactly (53.6/55.3/60.7/68.1), so the run is clean + deterministic. Adds the H3 grain (`--h3-res`, default 11) to the benchmark + a robustness row/paragraph to the dual-level report. Eval-only; no production code touched.\\n\\nCloses the #109 / Tier-2D follow-up \u2014 the yardstick arc is now fully nailed down.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-bf7ddd1fded41bcd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 6,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-a0d7201eaa498948", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439471, "scanner": "foundry_dataset", "fingerprint": "2989a834ed366dfe0a743ea0a80a282d15c068d9197236231e7bae03351e227a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#673", "human_labels": ["agent_instruction_gap"], "issue_number": "673", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-38374c45ef123840", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#673\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#673\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-bb47ead9117dc740\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/673\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/673\\nTitle: eval(#655): option 2 is data-blocked \u2014 no non-circular cross-source weak-label anchor\\nBody:\\n## Finding\\n\\n#655 option 2 proposes a learned cross-source link scorer trained on a weak-label pipeline. It was explicitly conditioned on a gate \u2014 \\\"can we build cross-source weak labels?\\\" \u2014 and that gate **does not open with the current data**.\\n\\nA weak-label pipeline is only useful if the labels come from a signal **independent** of the features the scorer uses. Inspecting every source's raw headers:\\n\\n| source | identity key | shares a clean strong ID? |\\n|---|---|---|\\n| NPPES registry | NPI (+ EIN) | \u2014 |\\n| FCC RHC posted-services (71 cols) | FCC HCP number | **no** NPI/EIN/TIN/tax-ID |\\n| FCC RHC commitments (53 cols) | Participating HCP | **no** NPI/EIN/TIN/tax-ID |\\n| TX HHSC nursing (43 cols) | TX license number | **no** NPI/EIN/TIN/tax-ID |\\n\\nNPPES is the only source with a clean strong identifier. The shared cross-source signals reduce to **name + address/geocode** (what FS already scores \u2014 \"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fb04d0ea247ac87b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-0e391221eb612bf4", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439470, "scanner": "foundry_dataset", "fingerprint": "6a7b002774908be49cd35a7d8a7ea3263a741b133fdb6ed05e3f64955d8979a2", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#67", "human_labels": ["human_feedback_general"], "issue_number": "67", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "sister-software/mailwoman", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-bdf292feaac1a560", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#67\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#67\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-6bedf6ba132023e0\",\n \"kind\": \"issue_comment\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/67#issuecomment-4487883102\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/67#issuecomment-4487883102\\nTitle: \\nBody:\\nSuperseded by #68 \u2014 spliterator 2.0.0 fixes the underlying bug at root (bounds AsyncSpliterator.#search by bytesWritten, corrects latent BufferController.compress formula), so the readLines workaround is no longer needed. Closing.\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-cb3d391f5ec2f5bc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 6, \"generated_claims\": 1}\nHelicopter views: {\"graphs\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-b66583c9f782a5a5", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439469, "scanner": "foundry_dataset", "fingerprint": "97aa24f01d863d7b591fd78e80de56e5daeeda2aac29d878136f6d3134da91a0", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#667", "human_labels": ["agent_instruction_gap"], "issue_number": "667", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-56b4618168a01b5d", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#667\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#667\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-01de03f78ea81451\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/667\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/667\\nTitle: eval(#625): dedup measurement \u2014 dual-level benchmark + gold set \u2192 the over-merge is a yardstick artifact\\nBody:\\n## What (gold-set P1+P2)\\n\\nExtends the #617 benchmark to score the **same clusters** against two yardsticks:\\n- **NPI-level** (held-out NPI), and\\n- **site-level entity truth** built *definitively* from NPPES `Is Organization Subpart` + parent LBN/TIN \u2014 collapses an org's co-located subpart-NPIs to their parent, and splits one NPI's distinct addresses into separate sites.\\n\\nThe scorer is parameterized by truth-label; the entity id rides as a non-discriminator attribute purely for scoring (never used in matching).\\n\\n## Robust finding (1000 TX NPIs)\\n\\n| config | truth | precision | recall | F1 |\\n|---|---|--:|--:|--:|\\n| GBT (default) | NPI | 43.7% | 69.1% | **53.6%** |\\n| GBT (default) | **site** | 38.9% | 95.7% | **55.3%** (+1.7pp) |\\n| FS full stack | NPI | 32.1% | 75.9% | **45.1%** |\\n| FS full stack | **site** | 27.1% | 100% | **42.7%** (\u22122.5pp) |\\n\\n- Site-vs-NPI F1 is a **near-wash\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-728a3d3a7ecce480\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profil\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-1e8721697b327f78", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439468, "scanner": "foundry_dataset", "fingerprint": "8fc79c296512d8e7d652f0156849a4f65ffb015ceebefe01189bf4659bfd3e9b", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#665", "human_labels": ["agent_instruction_gap"], "issue_number": "665", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a9b697d3d6bfed82", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#665\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#665\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-942bdb73c0965ee4\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/665\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/665\\nTitle: eval(#625): dedup ceiling \u2014 derive \\\"good enough\\\" from data; 0.85 is mis-anchored\\nBody:\\n## What\\n\\nAnswers #625's \\\"how good is good enough\\\" with a **measurement** instead of the round 0.85. `scripts/record-matcher/dedup-ceiling.ts` measures the irreducible over-merge over the **full TX set** (all 163,739 type-2 org providers; scans the whole 9.6M-row registry, geocode-free).\\n\\n## Findings (full TX)\\n\\n- 18.7% of addresses host \u22652 distinct NPIs; 41.8% of providers sit at a shared address.\\n- **Only 6.1%** of co-located distinct-NPI pairs are name-unseparable \u2014 and **67% of those share an authorized official** (one org, multiple subpart-NPIs, where merging is *correct*). The **genuine** irreducible over-merge is just **~1.6%** of co-located pairs.\\n- **Trust the full population:** the collision rate fell **51% (5k) \u2192 14.5% (50k) \u2192 6.1% (full TX)** as the sample de-biased \u2014 NPPES is ~NPI-assignment order, early NPIs are big multi-subpart institutions. Textbook small-sample trap, caught.\\n\\n## Co\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e4387111c317268a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-60f18c8e97a21ee9", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439467, "scanner": "foundry_dataset", "fingerprint": "a3febccd713bd7429df7d4a52f66fd8140b4173c8e2f6f5d0a2ab6d1785e9917", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#664", "human_labels": ["agent_instruction_gap"], "issue_number": "664", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-2dc9f217e7caae05", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#664\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#664\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-e7c84924785600e7\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/664\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/664\\nTitle: eval(#655): cross-source threshold sweep \u2014 a re-thresholded GBT can't beat FS\\nBody:\\n## What\\n\\nSettles #655's first question by **measurement**: can the dedup GBT (#603), re-thresholded, beat the FS spine on the cross-**source** link-discovery objective (the opposite of dedup)?\\n\\n`scripts/record-matcher/cross-source-threshold-sweep.ts` geocodes the three sources once (NPPES + FCC-RHC + TX HHSC, TX, cap 2000), then resolves with FS vs the bundled GBT swept from \u22128 \u2192 its dedup threshold (2.71). Precision proxy is **label-free phone corroboration** (phone isn't the join key, so a cross-source phone match is independent same-facility evidence).\\n\\n## Verdict \u2014 option 1 (threshold) is INSUFFICIENT (measured)\\n\\n| arm | thr | entities | cross-source links | phone-corrob |\\n|---|--:|--:|--:|---|\\n| **FS spine** | 0 | **3343** | **27** | **37%** |\\n| GBT @ 2.71 (dedup) | 2.71 | 3605 | 11 | 30% |\\n| GBT @ 0 | 0 | 2869 | 56 | 27% |\\n| GBT @ \u22121 | \u22121 | 2382 | 153 | 19% |\\n| GBT @ \u2264\u22123 | \u22123 | **115** | 52 | 3\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-08ef338048781ed7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-f0c9e5b4fe0780f1", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439466, "scanner": "foundry_dataset", "fingerprint": "d66fb1073db0529351141adf6003a918c682ac4ae9474cb0da2f01b70398aaaa", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#663", "human_labels": ["agent_instruction_gap"], "issue_number": "663", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d7d2a6d308d537f3", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#663\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#663\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-c2f5c9db54c20a82\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/663\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/663\\nTitle: feat(registry): coverage reconciliation as a library + `registry --reconcile` (Tier 2)\\nBody:\\n> Stacked on #662 (map view). Retarget to `main` once #662 merges.\\n\\n## What\\n\\nTier 2: promote the eligibility\u2194enrollment **coverage reconciliation** (#621) from a standalone script into `@mailwoman/registry`, so the CLI and the script share one code path \u2014 and wire it into the CLI.\\n\\n- **`reconcileCoverage(entities, {eligibilitySources, fundingSources})`** \u2192 classifies each entity into `enrolled` / `eligible-not-enrolled` (the anti-join) / `funded-not-eligible`. `bucketOf` returns `null` for entities with no roled source (excluded, not miscounted).\\n- **`reconciliationGeoJSON(result)`** \u2192 bucket-tagged Points; `sources` is an **array**, so `toMapHTML` colors them categorically \u2014 `--reconcile --map-out` yields a bucket-colored map.\\n- **`reconciliationReport(result, opts)`** \u2192 markdown: counts table, the enrolled-rate as an explicit **floor** (never a coverage rate), an anti-join spot-check, and \"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ca1fec90cccd6a43\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nA\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-830ddd850ef2dff3", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439465, "scanner": "foundry_dataset", "fingerprint": "a15aeb69eb167096cfa592572ff75b0c60b1fa65eeca1aea9b317b083ffeb82c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#660", "human_labels": ["agent_instruction_gap"], "issue_number": "660", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-dd477d9a2c4cc7a0", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#660\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#660\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-9b80400ae52052eb\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/660\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/660\\nTitle: fix(spatial): add repository field \u2014 unblock provenance publish of 4.10.0\\nBody:\\n## Why\\n\\nThe `v4.10.0` release published **18 of 19** workspaces, then E422'd on `@mailwoman/spatial`:\\n\\n```\\nnpm error 422 \u2014 Error verifying sigstore provenance bundle: Failed to validate\\nrepository information: package.json: \\\"repository.url\\\" is \\\"\\\", expected to match\\n\\\"https://github.com/sister-software/mailwoman\\\" from provenance\\n```\\n\\n`@mailwoman/spatial` was the lone workspace with **no `repository` field**. npm provenance (now on, since the repo is public) cross-checks `package.json` `repository.url` against the OIDC attestation \u2014 empty \u2192 reject. The earlier manual `spatial` publish predated provenance, so it never surfaced.\\n\\nResult: `spatial` is stuck at `4.9.0` on npm while everything else is `4.10.0`.\\n\\n## Fix\\n\\n- Add the `repository` field (`directory: \\\"spatial\\\"`), matching every other workspace.\\n- Normalize the deprecated `AGPL-3.0` SPDX id \u2192 `AGPL-3.0-only` (monorepo convention; was an npm warning, no\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-991343fb2bc3dcb3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrenc\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-df139ae26d90b975", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439464, "scanner": "foundry_dataset", "fingerprint": "65cade6db9ff7f4bf17a2af0c61795442a73fa753fc1b677b144945278e7dbec", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#656", "human_labels": ["agent_instruction_gap"], "issue_number": "656", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-8d0a338e35b60146", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#656\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#656\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-bdaffbacc8eaf15a\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/656\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/656\\nTitle: fix(record-matcher): pin FS for cross-dataset flows \u2014 the GBT is dedup-calibrated (#655)\\nBody:\\nThe \\\"refresh the reports under default-on GBT\\\" pass surfaced a real finding (DeepSeek-confirmed): the dedup-calibrated GBT **under-links on cross-dataset discovery**.\\n\\n## The finding\\n\\nThe GBT (#603, default-on) is calibrated for **dedup**: \\\"same address, different name\\\" = distinct co-located providers \u2192 *reject* (the over-merge fix). **Cross-dataset link discovery is the opposite objective** \u2014 that exact pattern is the prototypical \\\"same facility, different operational name across sources\\\" signal. So the GBT rejects the true cross-source links.\\n\\nMeasured (CAP=2000, GBT @ dedup threshold 2.71 vs FS spine):\\n\\n| | FS | GBT-default |\\n|---|---:|---:|\\n| cross-source links | 219 | 166 |\\n| triple-source | 10 | **1** |\\n| reconciliation \\\"enrolled\\\" (eligibility\u2194funding) | 22 | **6** |\\n\\nDeepSeek's verdict: genuine recall loss, not correct over-merge rejection \u2014 and it's true *by construction*: the GBT'\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-17cc480d3adf5d99\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-9ee779e0c459a5ac", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439463, "scanner": "foundry_dataset", "fingerprint": "70692fa2d892a214c37b898fe8486f13d1b95ef4b26db2c0d7af5523f7e58f34", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#655", "human_labels": ["human_feedback_general"], "issue_number": "655", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "sister-software/mailwoman", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a7d70ffcb5d9d7a6", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#655\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#655\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-b0f4eecf7ca38914\",\n \"kind\": \"issue_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/issues/655\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/issues/655\\nTitle: Cross-objective GBT threshold for cross-dataset link discovery (#603 follow-up)\\nBody:\\nThe default-on GBT learned scorer (#603) is calibrated for the **dedup** objective: same-address + name-drift \u2192 distinct co-located providers \u2192 *reject* (the over-merge fix). **Cross-dataset link discovery** (cross-dataset-correlation, coverage-reconciliation, the CLI `--sources` path) is the *opposite* objective \u2014 same-address + name-drift is the prototypical \\\"same facility, different operational name across sources\\\" signal we want to *keep*.\\n\\nMeasured (CAP=2000, GBT @ dedup threshold 2.71 vs FS spine):\\n- cross-source links 219 \u2192 166\\n- triple-source 10 \u2192 1\\n- reconciliation \\\"enrolled\\\" (eligibility \u2194 funding) overlap 22 \u2192 6\\n\\nSo those flows now **pin the FS spine** (`learnedScorer: false`) \u2014 the recall-appropriate, immediate fix (DeepSeek-confirmed: genuine recall loss, not correct over-merge rejection; the GBT's strongest features `spatial-exact \u00d7 name/org-disagree` push the true cross-source pair n\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d405d7567b15fa0b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact fam\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-8ff8e9480513ea4c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439462, "scanner": "foundry_dataset", "fingerprint": "c1f1e390b5efc0881b8b40b0a95ef5fa9b11f2c1171f37c97c0f49fa8be7856c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#653", "human_labels": ["agent_instruction_gap"], "issue_number": "653", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-dbac8dffe8a03d92", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#653\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#653\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-53b22154f1644a51\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/653\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/653\\nTitle: feat(registry): learned scorer DEFAULT-ON + cross-state validation (#603)\\nBody:\\nTurns the #603 learned GBT scorer **on by default**, gated on a cross-state validation of the *actual shipped model*. (Stacked on #652, now merged.)\\n\\n## The gate \u2014 the shipped model on states it never trained on\\n\\nAdded a bundled-`DEDUP_GBT_MODEL` arm to the cross-state eval (the real artifact, not a fresh fit):\\n\\n| | FS spine | **Shipped GBT** | \u0394 | over-merge |\\n|---|---:|---:|---:|---:|\\n| TX\u2192CA | 14.9% | **38.0%** | **+23.1pp** | 240 \u2192 46 |\\n| TX\u2192NY | 18.6% | **40.5%** | **+21.9pp** | 346 \u2192 58 |\\n\\nThe model generalizes and dominates the FS spine on held-out states. Committed reports: `docs/articles/evals/2026-06-15-crossstate-tx-{ca,ny}.md`.\\n\\n## The flip\\n\\n- `resolveEntities` defaults to the bundled GBT. `learnedScorer: false` \u2192 the FS spine; a `GBT` \u2192 custom; an explicit `scorer` still wins.\\n- **Calibrated threshold.** The GBT logit isn't in FS-weight units (class-balanced training \u2192 logit 0 ignores the ~1\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ca53a08f93f26018\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profil\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-07f45e5a0399d85b", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439461, "scanner": "foundry_dataset", "fingerprint": "64d87606ffe3296f51f5368f47fe80639f861113ee602bf07964343311a52dac", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#651", "human_labels": ["agent_instruction_gap"], "issue_number": "651", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e1c72450c60e0cd7", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#651\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#651\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-d9a94dfbe799d08a\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/651\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/651\\nTitle: docs(concept): the address-frequency lever needs a corpus\\nBody:\\nA short operational note in the geocode-first matching concept doc, behind the now-default-on inverse-address-frequency lever (#86 / #650).\\n\\nCaptures the exact gotcha: rarity is a corpus statistic. Dedupe a whole dataset and it just works (the input *is* the corpus); match a thin sample and the signal flattens to baseline unless you pass a corpus-wide frequency table \u2014 which is cheap (a parse-free string scan, no geocoding). Written so a user matching a slice isn't quietly surprised by baseline-level results.\\n\\nProse-only, one new subsection.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-18549abb109f10eb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 6, \"generated_claims\": 1}\nHelicopter views: {\"graphs\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-8f586067e8a774f4", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439460, "scanner": "foundry_dataset", "fingerprint": "0a947ab62e2645f3417582df47ab8789164e7a29cb6227e39804bee4512c5845", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#650", "human_labels": ["agent_instruction_gap"], "issue_number": "650", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-79a8153429994969", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#650\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#650\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-b8cbdefb643f9355\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/650\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/650\\nTitle: feat(registry): flip the proven matcher levers default-on (#86)\\nBody:\\nFlips the two **proven** record-matcher levers from opt-in to **default-on** in `resolveEntities` \u2014 the \\\"matcher up\\\" milestone, half one. (Reopens #647, which GitHub auto-closed when its stacked base #646 merged; rebased onto main.)\\n\\n## What changed\\n\\n- **`addressFrequency`** \u2014 when omitted, `resolveEntities` now auto-computes the inverse-address-frequency table over the **input** records' addresses. Pass your own `TermFrequencyTable` (e.g. a corpus-wide one) to override, or `false` for the legacy bare baseline.\\n- **`collapseSpatial`** \u2014 now defaults `true` (the cleaner, less-over-merging A1 spatial model). `false` restores the legacy two-signal baseline.\\n\\n## The honest caveat (in the benchmark report)\\n\\nInverse-address-frequency is a **corpus** statistic. On a sub-sampled input (the benchmark's 816 records) the auto table is too sparse to carry signal, so zero-config lands at the **44.5%** floor (\u2248 baseline, **not*\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c1bedb3cc5ebf6ee\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-af068ebb7f74c53e", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439459, "scanner": "foundry_dataset", "fingerprint": "09be06c4fe3d8f748a41565b1430ebe9e2889ae45a8ac6392e5880799b777076", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#648", "human_labels": ["agent_instruction_gap"], "issue_number": "648", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4b3ffaed95f0b809", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#648\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#648\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-4c9464ae4bcd9e3d\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/648\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/648\\nTitle: feat(record-matcher): end-to-end real-data run \u2192 reconciliation GeoJSON (#87)\\nBody:\\nThe **\\\"matcher up\\\" milestone, half two**: run the geocode-first matcher across three real healthcare-compliance datasets that share **no key** and emit the reconciliation artifact. Stacked on #647 (the levers flip) \u2192 #646 (the geocode fix).\\n\\n## The run (TX-scoped, CAP=2000/source)\\n\\n| | |\\n|---|---|\\n| sources | NPPES org NPIs \u00b7 FCC Rural Health Care (posted-services + commitments, exploded) \u00b7 TX HHSC nursing facilities |\\n| records | **6,927**, geocoded **100%** |\\n| entities | **3,584** (from 534,804 candidate pairs) |\\n| cross-dataset links | **219** span \u22652 sources; **10** span all three |\\n| frequency table | 119,613 distinct over 208,856 TX addresses |\\n\\nSpot-checked links resolve real co-located entities (e.g. *uvalde county hospital authority*, *hunt memorial hospital district*) across the registry / funding / facility datasets \u2014 purely on geocoded location + name/org agreement, in pure Node (no Elas\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2282ed3851730270\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-3adc10978c1223f9", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439458, "scanner": "foundry_dataset", "fingerprint": "657b92170faeed6c0d5159c8037ffc39f59e7fb9d0bf629dbb46c0dea91bd2a4", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#647", "human_labels": ["agent_instruction_gap"], "issue_number": "647", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-35277f5f10a295ba", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#647\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#647\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-1fdc5a9fc7fd6344\",\n \"kind\": \"pull_request_body\",\n \"label\": \"agent_instruction_gap\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/647\",\n \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/647\\nTitle: feat(registry): flip the proven matcher levers default-on (#86)\\nBody:\\nFlips the two **proven** record-matcher levers from opt-in to **default-on** in `resolveEntities` \u2014 the \\\"matcher up\\\" milestone, half one. Stacked on #646 (the #642 geocode fix); review/merge that first.\\n\\n## What changed\\n\\n- **`addressFrequency`** \u2014 when omitted, `resolveEntities` now AUTO-COMPUTES the inverse-address-frequency table over the **input** records' addresses (the right scope for a single-dataset dedup). Pass your own `TermFrequencyTable` (e.g. a corpus-wide one) to override, or `false` for the legacy bare baseline.\\n- **`collapseSpatial`** \u2014 now defaults `true` (the cleaner, less-over-merging A1 spatial model). `false` restores the legacy two-signal baseline.\\n- A new caller gets the strong config with **zero configuration**.\\n\\n## The honest caveat (surfaced by re-running the benchmark)\\n\\nInverse-address-frequency is a **corpus statistic** \u2014 you can't synthesize it from a slice. On the dedup benchmark's del\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-43bc32dfec389d72\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-c745eddc0167c7df", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439457, "scanner": "foundry_dataset", "fingerprint": "ad68c3d65e447a8e4219b5c39e95f0d4cdb92592ad31aac0e4b409de13afe688", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#646", "human_labels": ["security_auth_secret"], "issue_number": "646", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b26e204fb6da452d", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#646\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#646\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-d22b2a99840a07a4\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/646\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/646\\nTitle: fix(geocoder): recognize US regions on bare \\\"City, State\\\" \u2014 admin-tier wrong-state fix (#642)\\nBody:\\n## What\\n\\nFixes #642 \u2014 the geocoder resolving to the **wrong US state** without a postcode (\\\"Dublin, Texas\\\" \u2192 Dublin **Ohio**, the #619 >1000 km admin-tier tail).\\n\\n**Re-diagnosis:** this is NOT a resolver re-rank gap. The neural parser **under-recognizes the state token** on a postcode-less \\\"City, State\\\": it tags \\\"Texas\\\" a `locality` (\\\"Dublin, Texas\\\" \u2192 two localities) or merges the whole string (\\\"Dublin, TX\\\"). With no `region` node, the resolver can't scope the locality to its state. (With a ZIP it parses fine \u2014 why with-ZIP was always correct.)\\n\\n**Fix:** a rule-based US-region recognizer (`mailwoman/region-recognition.ts`) run between parse and resolve in `geocodeAddress`. US states are a CLOSED gazetteer, so we confidently re-tag a missed state token and restructure into `region \u2192 locality` **nesting** \u2014 the resolver's existing parent-scoping then constrains correctly (**no resolver c\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-80612f078e1e76fe\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-07fbd2254d270519", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439456, "scanner": "foundry_dataset", "fingerprint": "d23afdc6b2a9915141381898941ffe4330e6af36de13e55f4fd3f51158ec16dd", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#645", "human_labels": ["human_feedback_general"], "issue_number": "645", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ec56fc45269e2039", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#645\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#645\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-7ad8af8044f2f225\",\n \"kind\": \"pull_request_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/645\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/645\\nTitle: chore(record-matcher): dedupe GBT into lib + document scorer\u00d7corroboration (cleanup for #641)\\nBody:\\n## What \u2014 pre-merge cleanup for #641 (stacked on it)\\n\\nTwo small follow-ups from the #641 review, addressing the reservations raised:\\n\\n1. **Dedupe the GBT.** `scripts/record-matcher/learned-scorer-eval.ts` (the merged #637 pairwise probe)\\n carried its own inline copy of the gradient-boosted-trees implementation; #641 added the same logic as\\n the shared `scripts/record-matcher/lib/gbt.ts`. This removes the probe's ~145-line inline copy and points\\n it at the lib \u2014 one implementation, used by the probe + the clustering + cross-state evals. Behavior\\n identical (the lib was extracted verbatim from the probe; `trainGBT`/`gbtScore` signatures match).\\n\\n2. **Document the `scorer?` \u00d7 `requireCorroboration` interaction.** The hook (added in #641) and the\\n corroboration gate compose, but the gate is evaluated on the Fellegi-Sunter `contributions`, not the\\n learned score \u2014 so a lea\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4d5c3bd391f461f6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtif\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-0e113a1463be1e42", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439455, "scanner": "foundry_dataset", "fingerprint": "e02907726c88af0834b9a19db9aeada10eb7f5cc45f75e225fd0dd0bc47f0152", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#640", "human_labels": ["human_feedback_general"], "issue_number": "640", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a887516d231d3e5a", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#640\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#640\nRepo: sister-software/mailwoman\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-2a6a442d484b3ef0\",\n \"kind\": \"pull_request_body\",\n \"label\": \"human_feedback_general\",\n \"polarity\": \"neutral\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/640\",\n \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/640\\nTitle: eval(record-matcher): GBT arm \u2014 the tree extends the linear gain (+6.6pp F1 over FS, #603)\\nBody:\\n## What\\n\\nExtends the #603 learned-scorer probe (#637) with the **non-linear arm**: a compact pure-Node\\n**gradient-boosted trees** scorer (the model #603 actually names), over the *same* FS feature vector +\\nover-merge interaction features, A/B'd against both Fellegi-Sunter and the linear LR on the same\\nby-NPI-split, 8-seed pairwise-AUC harness.\\n\\nIt answers the open question the first probe's caveat raised: *\\\"a tree with non-linear splits could extend\\nor erase the linear gain.\\\"* Now measured directly.\\n\\n## Result (1500 TX NPIs \u2192 4182 records, mean over 8 by-NPI splits, ~17.4K test pairs each)\\n\\n| scorer | ROC-AUC (mean\u00b1std) | \u0394AUC vs FS | best F1 |\\n|---|---:|---:|---:|\\n| Fellegi-Sunter (EM-fit) | 0.9420 \u00b1 0.0053 | \u2014 | 72.6% |\\n| logistic regression (linear) | 0.9477 \u00b1 0.0035 | +0.0057 | 76.9% |\\n| **gradient-boosted trees** | **0.9597 \u00b1 0.0015** | **+0.0177** | **79.1%** |\\n\\n**The tree ext\"\n }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c33eb9eeabb4af3f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: sister-software/mailwoman\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 7, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/sister-software/mailwoman", "source_id": "comment-chain-pattern-assumption_checks-86645a2214381a0e", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "sister-software/mailwoman", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: sister-software/mailwoman"}, "properties": {"repobilityId": 439454, "scanner": "foundry_dataset", "fingerprint": "bca881b7f1db436ff97be385fd2e31e5607268611f668e998f2f706a8188e05c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "sister-software/mailwoman#635", "human_labels": ["security_auth_secret"], "issue_number": "635", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "sister-software/mailwoman", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c621c04b5f582917", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 1, "docs": 6, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: sister-software/mailwoman\nThread: sister-software/mailwoman#635\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: sister-software/mailwoman#635\nRepo: sister-software/mailwoman\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-ce384e2502944de1\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/sister-software/mailwoman/pull/635\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: sister-software/mailwoman\\nAuthor: GirlBossRush (User)\\nURL: https://github.com/sister-software/mailwoman/pull/635\\nTitle: feat(registry): inferMapping \u2014 auto column-mapping from a header + registry --infer-mapping (#603)\\nBody:\\nThe **\\\"point it at any CSV\\\"** UX \u2014 deletes the hand-write-a-mapping-per-file step for reasonably-named data (Tier-2 product surface; the LLM-assisted version stays the #603 fast-follow for hard headers).\\n\\n## `inferMapping(header)`\\nMatches each column to a field by keyword on **whole tokens**, in a precedence that resolves the common ambiguities:\\n- a dedicated **id / phone / email** column is claimed before the generic sweep,\\n- an **org / facility** column beats a person **\\\"name\\\"**,\\n- **address** columns (street / city / state / zip\u2026) collect into one multi-column field.\\n\\nImperfect on bespoke headers, but it nails tidy + semi-tidy files \u2014 e.g. it reads the **TX HHSC facility header** correctly, with `Facility ID` \u2192 id beating `Facility` \u2192 org, and `Statement` is *not* an address `state` (whole-token match).\\n\\n## `mailwoman registry