check_carrier_identity
shallowio.github.KMCTO/fmcsa-carrier-intelligence · Verify this server
Full identity-linkage detail for a carrier: why it's flagged and how confident that is. Priced meaningfully above the free screen_carrier_identity — call that first if you only need the flag and a count. Never names or points at another carrier (redesigned 2026-09-18 — see schemas.IdentityAssessment's docstring): no linked USDOT number, legal name, or shared-identifier hash. A linked carrier's own identity was never this caller's to receive, and an unsalted hash of a low-entropy value like a phone number or address doesn't meaningfully withhold it from a determined party anyway (confirmed by reading Truckin's own hashing code). Every field here is either the subject carrier's own data or a derivative signal — a score, a match-term-type label (which *kind* of identifier matched, never the value), a count, a boolean. SSN and EIN matches carry weight 2.0 each in FMCSA's ARCHI methodology and are not present in public data; D&B is nominally weight 2.0 too but is only genuinely available for ~4% of carriers, and officer data (needed for the name x officer term) is missing for another ~15%. So score_provenance.match_score_ceiling is computed per carrier, not a flat 4.5 — most responses cap out at 2.5 or lower. It also states plainly that recall against FMCSA's own declared-predecessor label set is not measurable. flagged applies FMCSA's own ARCHI flag rule (match_score >= 1.5 AND a linked motive >= 1); it is not a fraud determination and must not be presented as one. Note flagged and match_score >= 1.5 are NOT the same condition — clustering requires 2+ independent identifier-type families to agree, so materially more carriers clear the score threshold than are ever flagged. Paid. A carrier with no linked carriers is a complete answer and bills; an unknown USDOT number is a free not_found.
1 trials · measured 2 days ago
check_carrier_identity scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.KMCTO/fmcsa-carrier-intelligence, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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