find_subject

shallow

io.pxl8/records · Verify this server

Resolve the name of a person or an organization to published records on https://pansofica.com — records whose subject proved who they are and reviewed what is said about them. Answers at most 5 candidates (the name must be at least 3 characters), each carrying its handle and kind. This is a lookup, not a list. The facts come in three separate grades, each its own list, never one merged list or count: facts from a registry document, facts from the open web, and facts stated by the subject. A fact stated by the subject is the subject's own statement, not a confirmation; a disputed fact remains in the answer, marked Disputed, with no reason attached. This is the lookup tier that needs no key (rate-limited per client and in total); keyed partner access with higher limits exists.

100.0/100

1 trials · measured 14 days ago

find_subject scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.pxl8/records, 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
open
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: find_subject
[![Vouch score](https://vouch.tools/api/tools/fbd12311-99bf-4d0c-86bb-dc7fca7f6e04/badge.svg)](https://vouch.tools/tools/fbd12311-99bf-4d0c-86bb-dc7fca7f6e04)