Triple

T4984119
Position Surface form Disambiguated ID Type / Status
Subject Gorges de l’Ardèche E111958 entity
Predicate nearestTown P350 FINISHED
Object Vallon-Pont-d’Arc
Vallon-Pont-d’Arc is a popular tourist town in southern France’s Ardèche department, known as a gateway to the scenic Ardèche Gorges and the natural stone arch Pont d’Arc.
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: [Gorges de l’Ardèche, nearestTown, Vallon-Pont-d’Arc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vallon-Pont-d’Arc
Context triple: [Gorges de l’Ardèche, nearestTown, Vallon-Pont-d’Arc]
  • A. 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.
  • B. 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.
  • C. Gorges du Tarn
    Gorges du Tarn is a dramatic limestone river canyon in southern France, renowned for its towering cliffs, scenic villages, and outdoor activities like kayaking and rock climbing.
  • D. Gardon d’Alès
    Gardon d’Alès is a river in southern France that flows through the town of Alès and forms part of the Gardon river system in the Occitanie region.
  • E. Gorges de l’Ain
    Gorges de l’Ain is a scenic river gorge in eastern France known for its steep limestone cliffs, winding stretches of the Ain River, and popular opportunities for hiking, canoeing, and nature observation.
  • 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: [Gorges de l’Ardèche, nearestTown, Vallon-Pont-d’Arc]
Generated description
Vallon-Pont-d’Arc is a popular tourist town in southern France’s Ardèche department, known as a gateway to the scenic Ardèche Gorges and the natural stone arch Pont d’Arc.
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 popular tourist town in southern France’s Ardèche department, known as a gateway to the scenic Ardèche Gorges and the natural stone arch Pont d’Arc.
  • A. 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.
  • B. 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.
  • C. Gorges du Tarn
    Gorges du Tarn is a dramatic limestone river canyon in southern France, renowned for its towering cliffs, scenic villages, and outdoor activities like kayaking and rock climbing.
  • D. Gardon d’Alès
    Gardon d’Alès is a river in southern France that flows through the town of Alès and forms part of the Gardon river system in the Occitanie region.
  • E. Gorges de l’Ain
    Gorges de l’Ain is a scenic river gorge in eastern France known for its steep limestone cliffs, winding stretches of the Ain River, and popular opportunities for hiking, canoeing, and nature observation.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7255d7b4819098b537df5b1a4c3c completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea46e3ad88190a61d50fc430e3131 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea4f9487c8190a4b16dabd6cb7117 completed March 21, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69bea5654dc08190b52b633167cdd5bb completed March 21, 2026, 2:04 p.m.
Created at: March 20, 2026, 1:33 p.m.