Triple

T12814443
Position Surface form Disambiguated ID Type / Status
Subject Chaumont E306353 entity
Predicate hasIntercommunality P15149 FINISHED
Object Communauté d’agglomération de Chaumont
The Communauté d’agglomération de Chaumont is an intercommunal structure in northeastern France that coordinates shared services, development, and planning for Chaumont and its surrounding municipalities.
E1005633 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 Chaumont | Statement: [Chaumont, hasIntercommunality, Communauté d’agglomération de Chaumont]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communauté d’agglomération de Chaumont
Context triple: [Chaumont, hasIntercommunality, Communauté d’agglomération de Chaumont]
  • A. 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.
  • B. Communauté d’agglomération de Vesoul
    The Communauté d’agglomération de Vesoul is an intercommunal structure in eastern France that coordinates shared services, development, and planning for Vesoul and its surrounding municipalities.
  • C. Communauté d'agglomération Val Parisis
    The Communauté d'agglomération Val Parisis is an intercommunal structure in the Val-d'Oise department of the Île-de-France region, grouping several suburban municipalities northwest of Paris for shared local governance and services.
  • D. Communauté urbaine du Grand Reims
    The Communauté urbaine du Grand Reims is an intercommunal urban authority in northeastern France that administers the city of Reims and surrounding municipalities, overseeing regional services, development, and public transport.
  • E. Communauté d’agglomération Saint-Germain Boucles de Seine
    The Communauté d’agglomération Saint-Germain Boucles de Seine is an intercommunal structure in the western suburbs of Paris that coordinates shared services and development policies among several neighboring municipalities along the Seine, including Houilles.
  • 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 Chaumont
Triple: [Chaumont, hasIntercommunality, Communauté d’agglomération de Chaumont]
Generated description
The Communauté d’agglomération de Chaumont is an intercommunal structure in northeastern France that coordinates shared services, development, and planning for Chaumont and its surrounding municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communauté d’agglomération de Chaumont
Target entity description: The Communauté d’agglomération de Chaumont is an intercommunal structure in northeastern France that coordinates shared services, development, and planning for Chaumont and its surrounding municipalities.
  • A. 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.
  • B. Communauté d’agglomération de Vesoul
    The Communauté d’agglomération de Vesoul is an intercommunal structure in eastern France that coordinates shared services, development, and planning for Vesoul and its surrounding municipalities.
  • C. Communauté d'agglomération Val Parisis
    The Communauté d'agglomération Val Parisis is an intercommunal structure in the Val-d'Oise department of the Île-de-France region, grouping several suburban municipalities northwest of Paris for shared local governance and services.
  • D. Communauté urbaine du Grand Reims
    The Communauté urbaine du Grand Reims is an intercommunal urban authority in northeastern France that administers the city of Reims and surrounding municipalities, overseeing regional services, development, and public transport.
  • E. Communauté d’agglomération Saint-Germain Boucles de Seine
    The Communauté d’agglomération Saint-Germain Boucles de Seine is an intercommunal structure in the western suburbs of Paris that coordinates shared services and development policies among several neighboring municipalities along the Seine, including Houilles.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9beb30819097c256a5aab9a4c8 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ecc83b88190a6f1ab0bb1ebaf76 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f6930b96d08190b06ed5ee77e72ad8 completed May 3, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69f6938150608190a61206cefa3eca1e completed May 3, 2026, 12:14 a.m.
Created at: April 9, 2026, 5:31 p.m.