Triple

T16273895
Position Surface form Disambiguated ID Type / Status
Subject Lamalou-les-Bains E395073 entity
Predicate partOf P40 FINISHED
Object arrondissement of Béziers E428045 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: arrondissement of Béziers | Statement: [Lamalou-les-Bains, partOf, arrondissement of Béziers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: arrondissement of Béziers
Context triple: [Lamalou-les-Bains, partOf, arrondissement of Béziers]
  • A. arrondissement of Béziers chosen
    The arrondissement of Béziers is an administrative district in southern France centered on the city of Béziers, known for its wine production, Mediterranean climate, and historical heritage.
  • B. arrondissement of Narbonne
    The arrondissement of Narbonne is an administrative district in the Aude department of southern France, centered on the city of Narbonne and encompassing several coastal and inland communes.
  • C. arrondissement of Montpellier
    The arrondissement of Montpellier is an administrative district in southern France centered on the city of Montpellier, within the Hérault department in the Occitanie region.
  • D. Arrondissement of Arles
    The Arrondissement of Arles is an administrative district in the Bouches-du-Rhône department of southern France, encompassing historic towns, rural landscapes, and parts of the Camargue region.
  • E. Arrondissement of Perpignan
    The Arrondissement of Perpignan is an administrative district in the Pyrénées-Orientales department of southern France, centered on the city of Perpignan and encompassing numerous surrounding communes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2460c2d948190813b66e539a64a70 completed April 17, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c0ef4c8190b44ac84f71b2ed41 completed May 10, 2026, 5:29 a.m.
Created at: April 10, 2026, 5:05 a.m.