RegalFire — AI Data Foundry Cases selected by measurable properties: multiple answers/references, no accepted answer, score discordance/spread and answer age span. No correct-answer labels are invented. Records: 258; distinct source threads: 258; unique answers represented: 371. Domain thread counts: {"statistics": 82, "computationalscience": 85, "biology": 91}. Actual record splits: {"train": 161, "test": 32, "validation": 28, "holdout": 37}. Each record includes a canonical thread, all source answers, author attribution, original HTML, mechanically converted text, revisions and raw hash/API provenance. recordid is the primary key; threadid is site-qualified, while original numeric…
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RegalFire — AI Data Foundry Literal external URLs and DOI-like references with mechanically extracted text context and complete forum attribution. Records: 888; distinct source threads: 221; unique answers represented: 320. Domain thread counts: {"statistics": 61, "computationalscience": 71, "biology": 89}. Actual record splits: {"train": 543, "test": 109, "validation": 109, "holdout": 127}. Each record includes a canonical thread, all source answers, author attribution, original HTML, mechanically converted text, revisions and raw hash/API provenance. recordid is the primary key; threadid is site-qualified, while original numeric question/answer IDs are retained. Citation record counts…
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RegalFire — AI Data Foundry Every record has at least two candidate answers. Community votes and accepted status are signals, not scientific truth. Records: 73; distinct source threads: 73; unique answers represented: 186. Domain thread counts: {"statistics": 27, "computationalscience": 25, "biology": 21}. Each record includes a canonical thread, all source answers, author attribution, original HTML, mechanically converted text, revisions and raw hash/API provenance. recordid is the primary key; threadid is site-qualified, while original numeric question/answer IDs are retained. Citation record counts count edges; answer/thread totals are deduplicated within the product. Official Stack…
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RegalFire — AI Data Foundry Scientific forum QA containing mechanically extracted preformatted code. Code is retained exactly after HTML entity decoding; no execution is claimed. Records: 72; distinct source threads: 72; unique answers represented: 99. Domain thread counts: {"statistics": 34, "computationalscience": 37, "biology": 1}. Each record includes a canonical thread, all source answers, author attribution, original HTML, mechanically converted text, revisions and raw hash/API provenance. recordid is the primary key; threadid is site-qualified, while original numeric question/answer IDs are retained. Citation record counts count edges; answer/thread totals are deduplicated within the…
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RegalFire — AI Data Foundry 89 compact source-grounded statistical QA records. Accepted answers are distinguished from community-score fallbacks. Records: 89; distinct source threads: 89; unique answers represented: 130. Each record includes a canonical thread, all source answers, author attribution, original HTML, mechanically converted text, revisions and raw hash/API provenance. recordid is the primary key; threadid is site-qualified, while original numeric question/answer IDs are retained. Citation record counts count edges; answer/thread totals are deduplicated within the product. Official Stack Exchange API 2.3 source snapshots from Cross Validated (stats), Computational Science…
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