profileOrgs (nightly 05:45, 25/run, easy-win orgs best-first per the
plan's coarse-match-gates-profiling rule): two-pass Gemini flash —
Google Search-grounded research (groundingMetadata = citation universe)
then JSON-schema extraction citing only from it. Overwrites the stub
profile (mission/programs/geography/funders/staff/news/sources/
confidence); re-embeds mission fit from researched text unless identity
unconfirmed or confidence <0.5 (then the NTEE embedding stays —
unverified research must not steer scoring). Detail page renders
researched programs w/ source links, funders, staff.
Fixes: org_profiles.confidence is float4 — 0.2 stores as 0.20000000298
so 'confidence <= 0.2' excluded every stub (epsilon comparison); RR7
loader serialization turns unknown into never (hoisted casts).
Live: 55 orgs profiled (41 research-grade, 2 low-confidence, 0 failed).
Scoring effect verified both directions: Annie's Angels x NIH mammalian
models fit 19->12; Seacoast Pathways x Foundation for Seacoast Health
fit 25/30 — and the researched knownFunders independently names that
funder. 161 tests green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Precedent was always a valid criterion for federal grants — the index
just didn't cover them. Now: ingest captures ALN/CFDA numbers from
fetchOpportunity (grants.alns); nightly federalPrecedent workflow
(04:45) queries USASpending award search per distinct program (free
official API, 3-year NH lookback) and stamps program_state_award_count
+ sample recipients onto open grants (multi-ALN keeps highest). Match
retrieval feeds the same funderStateGrantCount input and 25-point tiers
foundations use; detail page shows the recipients-evidence table with
an incumbent-renewal caution.
Also: detail refresh now rotates oldest-verified-first
(serverMapGrantVerification) — the Set-based partition re-fetched the
same 200 every pass, leaving 365/565 grants ALN-less.
Live: 564/564 grants ALN-tagged, 156 programs swept, 85 with NH
history, 468 grants carrying precedent, first federal easy-wins (66pts,
25/25 precedent, Aug-24 deadline). 158 tests green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Parser captures 990-PF Part XV line 2 (OnlyContriToPreselectedInd) even
when the application group is absent. Synthesis skips preselected-only
funders and closes their previously-synthesized grant rows
(serverCloseGrantsForFunders). Match detail page gains a 'How to apply
(funder's own 990-PF, Part XV)' panel — application form, deadlines,
restrictions, red do-not-pitch banner — fed by serverGetMatchDetail.
Backfill re-parse across all 747 NH foundations: 192 are preselected-
only; 62 of 123 synthesized foundation leads were unpitchable by their
funder's own filing and are now closed, with 24,436 stale pending
matches cleaned. Post re-match: 714 easy wins across 327 orgs, every
foundation lead now backed by a funder that actually accepts
applications. 156 tests green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
/matches/:matchId shows the org (location, NTEE + description, revenue,
profile mission w/ stub warning, ProPublica + web-search links), the
grant (award band, deadline, eligibility, source link), the full
subscore breakdown with embedding similarity + ignored-gate flags, the
grant synopsis, and — for 990-PF matches — the funder's actual giving
history table (recipient, city, amount, year, purpose; in-state first),
which is the concrete evidence behind the precedent score. Approve/
reject on the detail page redirects back to the queue; queue org names
link through.
Core: serverGetMatchDetail (match+org+grant join, profile, up to 40
funder-grant rows in-state-first).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
