Triple

T16125083
Position Surface form Disambiguated ID Type / Status
Subject Libercourt E391246 entity
Predicate intercommunality P15149 FINISHED
Object Communauté d’agglomération Hénin-Carvin
The Communauté d’agglomération Hénin-Carvin is an intercommunal structure in northern France that groups together several municipalities around Hénin-Beaumont and Carvin to coordinate local development and public services.
E1196287 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 Hénin-Carvin | Statement: [Libercourt, intercommunality, Communauté d’agglomération Hénin-Carvin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communauté d’agglomération Hénin-Carvin
Context triple: [Libercourt, intercommunality, Communauté d’agglomération Hénin-Carvin]
  • A. Communauté d'agglomération du Cotentin
    The Communauté d'agglomération du Cotentin is an intercommunal structure in the Manche department of northwestern France that groups together numerous communes on the Cotentin Peninsula to coordinate regional services and development.
  • B. Saint-Malo Agglomération
    Saint-Malo Agglomération is an intercommunal structure in northwestern France centered on the coastal city of Saint-Malo, coordinating local governance and development within its member communes.
  • C. Communauté d'agglomération Plaine Vallée
    The Communauté d'agglomération Plaine Vallée is an intercommunal structure in the northern suburbs of Paris that groups several municipalities to coordinate local development, services, and urban planning.
  • D. Vallée de Munster intercommunality
    Vallée de Munster intercommunality is a French administrative association of communes centered around the town of Munster in the Alsace region, coordinating local services and development.
  • E. Val d'Europe agglomeration
    Val d'Europe agglomeration is an intercommunal urban area in the eastern suburbs of Paris that includes several municipalities around Disneyland Paris and has developed into a major residential, commercial, and business hub.
  • 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 Hénin-Carvin
Triple: [Libercourt, intercommunality, Communauté d’agglomération Hénin-Carvin]
Generated description
The Communauté d’agglomération Hénin-Carvin is an intercommunal structure in northern France that groups together several municipalities around Hénin-Beaumont and Carvin to coordinate local development and public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communauté d’agglomération Hénin-Carvin
Target entity description: The Communauté d’agglomération Hénin-Carvin is an intercommunal structure in northern France that groups together several municipalities around Hénin-Beaumont and Carvin to coordinate local development and public services.
  • A. Communauté d'agglomération du Cotentin
    The Communauté d'agglomération du Cotentin is an intercommunal structure in the Manche department of northwestern France that groups together numerous communes on the Cotentin Peninsula to coordinate regional services and development.
  • B. Saint-Malo Agglomération
    Saint-Malo Agglomération is an intercommunal structure in northwestern France centered on the coastal city of Saint-Malo, coordinating local governance and development within its member communes.
  • C. Communauté d'agglomération Plaine Vallée
    The Communauté d'agglomération Plaine Vallée is an intercommunal structure in the northern suburbs of Paris that groups several municipalities to coordinate local development, services, and urban planning.
  • D. Vallée de Munster intercommunality
    Vallée de Munster intercommunality is a French administrative association of communes centered around the town of Munster in the Alsace region, coordinating local services and development.
  • E. Val d'Europe agglomeration
    Val d'Europe agglomeration is an intercommunal urban area in the eastern suburbs of Paris that includes several municipalities around Disneyland Paris and has developed into a major residential, commercial, and business hub.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020408a88190bf3dfc893d577c55 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2abf9b08190a375abc842a0e7d0 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff35ded288190b4d261358f1661cb completed May 10, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fff3f2760c8190a58fedc2798614ae completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5 a.m.