verify_text

shallow

com.hlaverify/hla-verify · Verify this server

Scan HLA typing report text, or model output about HLA, for allele-shaped tokens and classify each one: valid / legacy (with modern form) / deleted (with successor) / fabricated. Nomenclature checking against a pinned IPD-IMGT/HLA release, not interpretation of a case. Use on any AI-generated or transcribed content mentioning HLA. Send the HLA content only, with patient identifiers removed first.

100.0/100

1 trials · measured 14 days ago

verify_text scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.hlaverify/hla-verify, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-23100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: verify_text
[![Vouch score](https://vouch.tools/api/tools/1e9faf14-c635-4e2d-bca8-0db40849c8e8/badge.svg)](https://vouch.tools/tools/1e9faf14-c635-4e2d-bca8-0db40849c8e8)
verify_text — Vouch