Fault Atlas by Loxyn

Fault Atlas › form-034

Hard negatives for typing

Négatifs durs de typage

Wrong labelIrreducible: needs meaninglayer: ④ extractioninjection: INSERTmigrated unreviewed

Damage in the graph

Wrong label — an entity or relation type is wrong.

Can code cancel it?

No.

Can a deletion-only repair restore the truth?

partial — an extra label can be deleted, a missing one cannot be added.

Which truth can judge it

truth by construction, a curated database.

Where it was seen

observation 2026-08 (272 Europe PMC JATS articles) · 2026-08-08 · house observer (LLM agent), see report

MEASURED on 2026-08-08 on the 272 XML files: 19/272 (7 %) carry TWO neighbouring-type formulations for the same funding fact — "funded by" AND "supported by" in the same article; 100/272 (37 %) use at least one confusable contractual relation term (collaboration, contract, provider, supplier). The real corpus thus offers the vocabulary of the trap; none of our fabricated corpora sets it.

Original note (fr)

MESURÉ le 08/08/2026 sur les 272 XML : 19/272 (7 %) portent DEUX formulations de types voisins pour le même fait de financement — « funded by » ET « supported by » dans le même article ; 100/272 (37 %) emploient au moins un terme de relation contractuelle confusable (collaboration, contrat, prestataire, fournisseur). Le corpus réel offre donc le vocabulaire du piège ; aucun de nos corpus fabriqués ne le pose.

Specimens

Specimens not yet transcribed into this record.

History

Record: atlas.json · source file on GitHub · row in the data explorer