Quote-verifiable failure extraction via Claude (Haiku 4.5): PDF sent
directly, tool-schema forces verbatim source quotes + applicable flag +
confidence — replaces the unreliable local llama run. Only applicable=true
tuples ingest into bp_iace_failure_kb; every processed doc lands in the
source manifest.
Frontend: FMEA tab now shows a "Quelldokumente" register (every document we
use, with source + licence + link + what was extracted) served from the
embedded manifest via GET /iace/failure-knowledge/sources. Manifest is
placeholder until the 100-doc Haiku run is folded in.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Stage 1 of the FailureKnowledge bulk loader: harvest NASA NTRS
lessons-learned with a strict public-reuse gate (NTRSUsable: public
release, not export-controlled/EAR/ITAR, not CUI, PUBLIC_USE_PERMITTED,
no third-party copyright). NTRSPDFURL prefers the PDF download for
downstream text/OCR extraction. GET /iace/failure-knowledge/ntrs runs
the live harvest and returns only the licence-clean records.
Pure parse/gate helpers are fixture-tested (usable vs ITAR / third-party
/ restricted / video-only); accepted licences also pass the FK allowlist.
Next: tuple extraction (abstract -> FailureKnowledge) + Playwright/OCR for
scanned PDFs -> bp_iace_failure_kb.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>