Triple

T8437999
Position Surface form Disambiguated ID Type / Status
Subject Tiphaine Auzière E199276 entity
Predicate familyName P18 FINISHED
Object Auzière
Auzière is a French surname notably borne by Tiphaine Auzière, the lawyer stepdaughter of French President Emmanuel Macron.
 E758536 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: Auzière | Statement: [Tiphaine Auzière, familyName, Auzière]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Auzière
Context triple: [Tiphaine Auzière, familyName, Auzière]
  • A. Aiguèze
    Aiguèze is a picturesque medieval village in southern France, known for its hilltop setting overlooking the Ardèche River and its well-preserved historic architecture.
  • B. Vaujours
    Vaujours is a small suburban commune in the northeastern outskirts of Paris, France.
  • C. Bédarieux
    Bédarieux is a commune in southern France’s Hérault department, known for its location in the Orb valley at the foothills of the Massif Central.
  • D. Verrières
    Verrières is a small French commune located within the Thiers arrondissement in the Puy-de-Dôme department of central France.
  • E. Aiguillon
    Aiguillon is a commune in southwestern France, known for its strategic location at the confluence of the Lot and Garonne rivers.
  • 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: Auzière
Triple: [Tiphaine Auzière, familyName, Auzière]
Generated description
Auzière is a French surname notably borne by Tiphaine Auzière, the lawyer stepdaughter of French President Emmanuel Macron.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Auzière
Target entity description: Auzière is a French surname notably borne by Tiphaine Auzière, the lawyer stepdaughter of French President Emmanuel Macron.
  • A. Aiguèze
    Aiguèze is a picturesque medieval village in southern France, known for its hilltop setting overlooking the Ardèche River and its well-preserved historic architecture.
  • B. Vaujours
    Vaujours is a small suburban commune in the northeastern outskirts of Paris, France.
  • C. Bédarieux
    Bédarieux is a commune in southern France’s Hérault department, known for its location in the Orb valley at the foothills of the Massif Central.
  • D. Verrières
    Verrières is a small French commune located within the Thiers arrondissement in the Puy-de-Dôme department of central France.
  • E. Aiguillon
    Aiguillon is a commune in southwestern France, known for its strategic location at the confluence of the Lot and Garonne rivers.
  • 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_69ca8314cd6c8190a6b8c2a1096e18f3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe13446788190ad52a4fd6e8b498a completed March 31, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6e745864819086bab0864719ed7f completed April 3, 2026, 7:38 a.m.
NEDg Description generation batch_69cf7101b0088190843affad2474eb32 completed April 3, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69cf725ebb4c8190be3b19e9c5e854ac completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:08 p.m.