Triple

T664522
Position Surface form Disambiguated ID Type / Status
Subject Tulle E12829 entity
Predicate partOfIntercommunality P15149 FINISHED
Object Tulle Agglo
Tulle Agglo is an intercommunal structure in central France that groups Tulle and neighboring communes to coordinate local services and development.
E82170 NE FINISHED

How this triple was built (5 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: Tulle Agglo | Statement: [Tulle, partOfIntercommunality, Tulle Agglo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tulle Agglo
Context triple: [Tulle, partOfIntercommunality, Tulle Agglo]
  • A. Saint-Cloud
    Saint-Cloud is a commune just west of Paris, historically notable as the site where Napoleon Bonaparte staged the Coup of 18 Brumaire that ended the French Directory and ushered in his rule.
  • B. Clamart
    Clamart is a suburban commune in the southwestern outskirts of Paris, France, known in part as the place where Palestinian leader Yasser Arafat died.
  • C. Bonneuil-en-France
    Bonneuil-en-France is a small commune in the Val-d'Oise department in northern France, situated in the northeastern suburbs of Paris near major transport and aviation hubs.
  • D. Châtenay-Malabry
    Châtenay-Malabry is a suburban commune in the southwestern outskirts of Paris, France, known for its green spaces and residential character.
  • E. Laconnex
    Laconnex is a small rural municipality in western Switzerland, located in the canton of Geneva near the French border.
  • 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: Tulle Agglo
Triple: [Tulle, partOfIntercommunality, Tulle Agglo]
Generated description
Tulle Agglo is an intercommunal structure in central France that groups Tulle and neighboring communes to coordinate local services and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tulle Agglo
Target entity description: Tulle Agglo is an intercommunal structure in central France that groups Tulle and neighboring communes to coordinate local services and development.
  • A. Saint-Cloud
    Saint-Cloud is a commune just west of Paris, historically notable as the site where Napoleon Bonaparte staged the Coup of 18 Brumaire that ended the French Directory and ushered in his rule.
  • B. Clamart
    Clamart is a suburban commune in the southwestern outskirts of Paris, France, known in part as the place where Palestinian leader Yasser Arafat died.
  • C. Bonneuil-en-France
    Bonneuil-en-France is a small commune in the Val-d'Oise department in northern France, situated in the northeastern suburbs of Paris near major transport and aviation hubs.
  • D. Châtenay-Malabry
    Châtenay-Malabry is a suburban commune in the southwestern outskirts of Paris, France, known for its green spaces and residential character.
  • E. Laconnex
    Laconnex is a small rural municipality in western Switzerland, located in the canton of Geneva near the French border.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: partOfIntercommunality
Context triple: [Tulle, partOfIntercommunality, Tulle Agglo]
  • A. belongsToIntercommunality chosen
    Indicates that an entity is a member of, or administratively attached to, a specific intercommunal structure or grouping.
  • B. partOfCountrySubdivision
    Indicates that one geographic or administrative unit is contained within and forms a component part of a larger country subdivision.
  • C. hasMunicipalPartnershipWith
    Indicates a formal cooperative or collaborative relationship established between two municipalities, typically involving shared projects, services, or governance initiatives.
  • D. autonomousCommunity
    Indicates that one entity is an autonomous community (a self-governing territorial division) within the jurisdiction or structure of another entity.
  • E. partOfMetropolitanArea
    Indicates that one place is included within and belongs to the larger metropolitan area of another place.
  • F. None of above.

Provenance (6 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fd3d8fc8190866af5c76c08f486 completed March 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39abcbc819093797700dc32d25a completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c564d368819082b877f43236d949 completed March 2, 2026, 5:14 p.m.
NED2 Entity disambiguation (via description) batch_69a5cca1851c81908e57e75dc217e517 completed March 2, 2026, 5:45 p.m.
PD Predicate disambiguation batch_69a49d16cff881908c8d2c3fe4d1d6fb completed March 1, 2026, 8:09 p.m.
Created at: March 1, 2026, 7:36 p.m.