TRANSPARENT SCORING FORMULA v1.0 & DEFAMATION GUARDRAILS
FDA Record Index Methodology & Quality Audit
Every score on GMPGraph is deterministically calculated from public U.S. government records with a 36-month exponential recency half-life:
Score = clamp(12, 99, 92 - Σ w(t)*Deductions + Σ w(t)*Bonuses) where w(t) = 0.5^(months_elapsed / 36).
Stage 3 Reader QA Accuracy
100.0% (PASS)
Stage 4 Matcher Accuracy
100.0% (PASS)
Defamation Banned Word Hits
0 (CLEAN)
Unlinked Score Components
0 (100% LINKED)
Entity Resolution Low-Confidence Hold Queue (<0.90 Confidence)
Records with fuzzy similarity between 0.78 and 0.89 that lack a matching FEI or DUNS number are automatically blocked from merging onto public facility profiles until human verification.
| Queue ID | Incoming Record | Candidate Canonical Facility | Trigram Score | Guardrail Action |
|---|---|---|---|---|
| mrq-0001 | Immacule Lifesciences Private Limited (IN) | Reliance Life Sciences Private Limited (FEI 3009510975) | 0.85 | HELD_FOR_HUMAN_REVIEW |
| mrq-0002 | Alps Pharmaceutical Ind. Co., Ltd. (JA) | Alps Pharmaceutical Industrial Co., Ltd. (FEI 3002806352) | 0.81 | HELD_FOR_HUMAN_REVIEW |
| mrq-0003 | YOUNG WELDING SUPPLY INC (US) | Metro Welding Supply Corporation (FEI 1000041224) | 0.8 | HELD_FOR_HUMAN_REVIEW |