Triple

T19294206
Position Surface form Disambiguated ID Type / Status
Subject canton of Vallon-Pont-d’Arc E482518 entity
Predicate administrativeCenter P1474 FINISHED
Object Vallon-Pont-d’Arc
Vallon-Pont-d’Arc is a picturesque commune in southern France known as a gateway to the Ardèche Gorges and the famous Pont d’Arc natural stone arch.
 E111958 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: Vallon-Pont-d’Arc | Statement: [canton of Vallon-Pont-d’Arc, administrativeCenter, Vallon-Pont-d’Arc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vallon-Pont-d’Arc
Context triple: [canton of Vallon-Pont-d’Arc, administrativeCenter, Vallon-Pont-d’Arc]
  • A. Val d’Ayas
    Val d’Ayas is a scenic alpine valley in Italy’s Aosta Valley region, known for its traditional mountain villages, hiking trails, and access to the Monte Rosa ski area.
  • B. Gorges du Loup
    Gorges du Loup is a scenic river gorge in southeastern France known for its steep limestone cliffs, waterfalls, and popular hiking and canyoning routes.
  • C. Gorges de l’Aveyron
    Gorges de l’Aveyron is a scenic limestone river gorge in southern France known for its dramatic cliffs, medieval villages, and outdoor activities like canoeing and rock climbing.
  • D. Gorges de l’Ardèche
    Gorges de l’Ardèche is a spectacular limestone canyon in southern France renowned for its dramatic cliffs, natural stone arch (Pont d’Arc), and popular canoeing and hiking routes.
  • E. Durance gorge
    Durance gorge is a dramatic river canyon in the French Alps known for its steep cliffs, scenic views, and popular hiking and climbing routes.
  • 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: Vallon-Pont-d’Arc
Triple: [canton of Vallon-Pont-d’Arc, administrativeCenter, Vallon-Pont-d’Arc]
Generated description
Vallon-Pont-d’Arc is a picturesque commune in southern France known as a gateway to the Ardèche Gorges and the famous Pont d’Arc natural stone arch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vallon-Pont-d’Arc
Target entity description: Vallon-Pont-d’Arc is a picturesque commune in southern France known as a gateway to the Ardèche Gorges and the famous Pont d’Arc natural stone arch.
  • A. Val d’Ayas
    Val d’Ayas is a scenic alpine valley in Italy’s Aosta Valley region, known for its traditional mountain villages, hiking trails, and access to the Monte Rosa ski area.
  • B. Gorges du Loup
    Gorges du Loup is a scenic river gorge in southeastern France known for its steep limestone cliffs, waterfalls, and popular hiking and canyoning routes.
  • C. Gorges de l’Aveyron
    Gorges de l’Aveyron is a scenic limestone river gorge in southern France known for its dramatic cliffs, medieval villages, and outdoor activities like canoeing and rock climbing.
  • D. Gorges de l’Ardèche chosen
    Gorges de l’Ardèche is a spectacular limestone canyon in southern France renowned for its dramatic cliffs, natural stone arch (Pont d’Arc), and popular canoeing and hiking routes.
  • E. Durance gorge
    Durance gorge is a dramatic river canyon in the French Alps known for its steep cliffs, scenic views, and popular hiking and climbing routes.
  • F. None of above.

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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc84500c81908ac53711335ad2d9 completed April 20, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a072b6fbed48190a19e8af9934dab1b completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072db228448190b299b24da15c3a0b completed May 15, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a072ea5e0208190ad833ecd45f80559 completed May 15, 2026, 2:33 p.m.
Created at: April 10, 2026, 1:31 p.m.