Fault Atlas by Loxyn

Fault Atlas › form-019

Salience and distractors

Saillance et distracteurs

Spurious edgeIrreducible: needs meaninglayer: ④ extractioninjection: INSERTmigrated unreviewed

Damage in the graph

Spurious edge — a relation the source never asserted.

Can code cancel it?

No.

Can a deletion-only repair restore the truth?

yes — the faulty edge can be deleted.

Which truth can judge it

truth by construction, a curated database, a closed world.

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 internal corpus (272 JATS XML): of the 75 articles carrying keywords, 163 of the 523 keywords (31 %) appear at most ONCE in the body, while the most cited keyword of each article recurs 24 times (median). One hub, a long tail of single mentions: exactly the shape this module fabricates.

Original note (fr)

MESURÉ le 08/08/2026 sur (internal corpus of 272 JATS articles) (272 XML JATS) : sur les 75 articles porteurs de mots-clés, 163 des 523 mots-clés (31 %) n'apparaissent au plus qu'UNE fois dans le corps, tandis que le mot-clé le plus cité de chaque article y revient 24 fois (médiane). Un hub, une longue traîne de mentions uniques : c'est exactement la forme que ce module fabrique.

Specimens

Specimens not yet transcribed into this record.

History

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