artifacts/company_deep/similar_50.json is the immutable record of the
Jina-v5 cosine run that seeded the /companies library with 50 peer
candidates relative to the 14 anchor slugs. On 2026-04-19 we audited
that set and removed every row that was not a canonical operating
company.
Kept (11 rows, now first-class library entries)
optimizerx-corporation· #833848 · OptimizeRx Corporation (NASDAQ: OPRX)universal-health-services· #629634 · Universal Health Services (NYSE: UHS)sharp-healthcare· #673584 · Sharp HealthCare (San Diego)prime-healthcare· #673545 · Prime Healthcare (~45 hospitals)deloitte-canada· #573586 · Deloitte Canadadeloitte-risk-financial-advisory· #1317492 · Deloitte Risk & Financial Advisorymarsh-mclennan· #825797 · Marsh McLennan (NYSE: MMC)magnachip-semiconductor-corp· #827137 · MagnaChip Semiconductor (NYSE: MX)skyworks-solutions· #856177 · Skyworks Solutions (NASDAQ: SWKS)smic· #387081 · SMIC (0981.HK)meta-platforms-inc· #389485 · Meta Platforms (NASDAQ: META)
Promoted out of Similar-50 to first-class anchors (4 rows)
These were kept but moved into the "UnitedHealth / Optum family"
section of frontend/src/lib/company-library.ts:
unitedhealth-group-incorporated· #737992 · UnitedHealth Groupoptum-care· #1166349 · Optum Careoptumrx· #427873 · OptumRxoptum-bank· #1166348 · Optum Bank
Dropped (35 rows)
Every dropped row still lives in the KG and is reachable via
/entities/<id>; it is only hidden from /companies.
Products / AI models / tickers / internal teams (13)
- #408286
PLTR(ticker for Palantir) - #438189
Palantir AIP(product) - #125182
Artificial Intelligence Platform(product) - #331672
Artificial Intelligence Platform (AIP)(product) - #438373
Claude Opus 4.5(AI model) - #5854
Claude Opus 4.6(AI model) - #437789
Developer Tools(team within Palantir) - #704237
MetaAI(product) - #464226
Ent.AI(product) - #700706
HackAPrompt(event / program) - #1165083
European Union AI Office(regulatory body) - #492493
Semiconductor(category) - #690284
Alt-Web.Xyz(unclear origin)
Name duplicates of existing anchors (6)
- #363315
Palantir Technologies (PLTR)→palantir - #489841
PricewaterhouseCoopers (PwC)→pwc - #431616
McKinsey & Co.→mckinsey - #594789
BCG→bcg - #375771
Enthropic(misspelling) →anthropic - #419587
Moder(ambiguous nearpalantir)
Placeholder / category rows (5)
- #442282
Healthcare Company(empty description) - #701859
U.S. Health Insurers(category) - #701749
US health insurers(category) - #714202
Private Insurers(category) - #406944
Consulting Firm(category)
Unrelated or off-topic (11)
- #568405
Revolut(fintech — only cosine-close to Revvia by name) - #540005
ProtectSubrev - #628834
Optimum(cable ISP) - #629070
Optimum Health Solutions - #690140
Quick Group - #856943
TechCreate Group Ltd - #629818
Benetti Group - #773877
BGSF Inc - #7517
FT Strategies - #63275
Henley & Partners - #352759
TWG Global
Follow-up
The four promoted UHG/Optum rows and Birdsong Capital Partners are currently scoped to shared env 40 (or env 16 for Birdsong). Each still needs:
- A dedicated Supabase
environmentsrow (seescripts/ensure_company_environments.py). - A per-company
seed_company_deep/data/<slug>.pyCompanySpec module with TandemStride-density people/BUs/markets/funding/RIOH content. - Re-pointing
environments.py+company-environments.tsto the new env IDs.
Once all three are complete for a given slug, flip Birdsong's
override_href in company-library.ts from /health/birdsong back
to the default /companies/birdsong-capital.