Triple

T6554524
Position Surface form Disambiguated ID Type / Status
Subject Mazamet E152410 entity
Predicate belongsToIntercommunality P15149 FINISHED
Object Communauté d'agglomération de Castres-Mazamet
The Communauté d'agglomération de Castres-Mazamet is an intercommunal structure in southern France that coordinates shared services, development, and planning for the cities of Castres, Mazamet, and surrounding communes.
E604696 NE FINISHED

How this triple was built (4 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: Communauté d'agglomération de Castres-Mazamet | Statement: [Mazamet, belongsToIntercommunality, Communauté d'agglomération de Castres-Mazamet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communauté d'agglomération de Castres-Mazamet
Context triple: [Mazamet, belongsToIntercommunality, Communauté d'agglomération de Castres-Mazamet]
  • A. 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.
  • B. Communauté d'agglomération du Pays Basque
    The Communauté d'agglomération du Pays Basque is an intercommunal structure in southwestern France that groups together numerous municipalities in the French Basque Country to coordinate regional planning, services, and development.
  • C. Alès Agglomération
    Alès Agglomération is an intercommunal structure in southern France that groups together Alès and surrounding communes to coordinate regional development and public services.
  • D. Montpellier Méditerranée Métropole
    Montpellier Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Montpellier in southern France, coordinating regional planning, transport, and development for the surrounding urban area.
  • E. Perpignan Méditerranée Métropole
    Perpignan Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Perpignan in southern France, coordinating regional planning, transport, and development for its member communes.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Communauté d'agglomération de Castres-Mazamet
Triple: [Mazamet, belongsToIntercommunality, Communauté d'agglomération de Castres-Mazamet]
Generated description
The Communauté d'agglomération de Castres-Mazamet is an intercommunal structure in southern France that coordinates shared services, development, and planning for the cities of Castres, Mazamet, and surrounding communes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communauté d'agglomération de Castres-Mazamet
Target entity description: The Communauté d'agglomération de Castres-Mazamet is an intercommunal structure in southern France that coordinates shared services, development, and planning for the cities of Castres, Mazamet, and surrounding communes.
  • A. 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.
  • B. Communauté d'agglomération du Pays Basque
    The Communauté d'agglomération du Pays Basque is an intercommunal structure in southwestern France that groups together numerous municipalities in the French Basque Country to coordinate regional planning, services, and development.
  • C. Alès Agglomération
    Alès Agglomération is an intercommunal structure in southern France that groups together Alès and surrounding communes to coordinate regional development and public services.
  • D. Montpellier Méditerranée Métropole
    Montpellier Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Montpellier in southern France, coordinating regional planning, transport, and development for the surrounding urban area.
  • E. Perpignan Méditerranée Métropole
    Perpignan Méditerranée Métropole is an intercommunal metropolitan authority centered on the city of Perpignan in southern France, coordinating regional planning, transport, and development for its member communes.
  • F. None of above. chosen

Provenance (5 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae1c07cc819089c297edad943a57 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55707d081908104f08e1d59d603 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d67574cc8190acf20c1a598c32ee completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d84076d48190ada0903af49613de completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:51 p.m.