/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>
New funders/funder_grants schema + ingest990pf monthly workflow: IRS BMF
state file discovers NH private foundations (747), e-file index CSVs
select their latest 990-PF filings, batch ZIPs stream through fflate
(4/run cap, most-hits-first, deferred logged), grants-paid rows land in
funder_grants, and funders with >=2 NH grants synthesize rolling grant
rows (source irs_990pf, funder_ein linked) that flow through the
existing embed+match pipeline.
Scoring v2: funderPrecedentSubscore tiers repeated in-state giving
(1/3/5/10 -> 8/15/20/25); easy win = >=65 total AND >=12 precedent
(plan's precedent floor); scale is the full 0-100. Rolling deadlines
pass the runway gate. Retrieval computes per-funder in-state counts and
exposes funder_ein.
Lead-quality gates from the first precedent run's failures: candidate
orgs exclude NTEE T* grantmakers; self-matches gated by EIN + normalized
name (NHDOJ registers foundations as charities, several without resolved
EINs — the first run's top 'leads' were foundations matched to
themselves).
Live: ~6.5GB of IRS batches processed, 2,766 grants-paid rows, 123
synthesized foundation grants, 89 easy wins across 27 orgs, credible
top-10 (AIDS Response-Seacoast -> Foundation for Seacoast Health, 25/25
precedent). 153 tests green.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
matchGrants (nightly 05:15): per candidate org (NH + good standing +
primary ICP) ensure a v0 NTEE-derived profile embedding (RETRIEVAL_QUERY,
confidence 0.2 stub the Stage 4 profiler upgrades in place), retrieve
top-50 open grants by pgvector cosine with SQL-enforced cheap gates
(deadline >=21d, ceiling >=10K), run entity/geography gates in TS,
score deterministically, upsert pair-keyed matches, reassign hero.
Scoring: pure scoreMatch (mission fit 30 / capacity 15 / competition 15
/ effort 10 / runway 5; precedent's 25 reserved until the 990-PF index;
easy win >= 50/75). Eligibility gate now pattern-matches Grants.gov
applicantTypes prose, conservatively (ambiguous entries do not admit).
application_form_supported ignored for pass/fail per the manual-first
decision, still recorded in rationale.
Schema: unique (org_id, grant_id) on matches; unique org_id on
org_profiles (latest-profile semantics). Review queue query now ordered
hero > easy-win > score and capped at 100.
Live run: 64 orgs -> 3,200 matches in 28s, 0 easy wins / max 39 — the
honest result of an NIH-heavy 200-grant corpus vs NH service nonprofits;
engine mechanics verified, corpus breadth is the next lever.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
