Triple

T2840943
Position Surface form Disambiguated ID Type / Status
Subject Ardèche E62464 entity
Predicate UNESCOWorldHeritageSite P923 FINISHED
Object Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche
The Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, is a prehistoric cave in southern France famed for its exceptionally well-preserved Paleolithic wall paintings, some of the oldest known in the world.
 E304555 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: Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche | Statement: [Ardèche, UNESCOWorldHeritageSite, Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche
Context triple: [Ardèche, UNESCOWorldHeritageSite, Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche]
  • A. Grotte de Pech Merle
    Grotte de Pech Merle is a famous prehistoric cave in southern France renowned for its well-preserved Paleolithic wall paintings and engravings.
  • B. Grotte de Mas d’Azil
    Grotte de Mas d’Azil is a large prehistoric cave in southwestern France renowned for its Paleolithic and Azilian archaeological remains and dramatic natural tunnel traversed by a road and river.
  • C. Grotte de Niaux
    Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
  • D. Grotte de la Madeleine
    Grotte de la Madeleine is a famous show cave in southern France known for its impressive limestone formations and underground chambers along the Gorges de l’Ardèche.
  • E. Grotte de l’Aven Noir
    Grotte de l’Aven Noir is a spectacular limestone cave in southern France known for its vast underground chambers, impressive stalactite and stalagmite formations, and guided speleological tours.
  • 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: Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche
Triple: [Ardèche, UNESCOWorldHeritageSite, Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche]
Generated description
The Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, is a prehistoric cave in southern France famed for its exceptionally well-preserved Paleolithic wall paintings, some of the oldest known in the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, Ardèche
Target entity description: The Decorated Cave of Pont d’Arc, known as Grotte Chauvet-Pont d’Arc, is a prehistoric cave in southern France famed for its exceptionally well-preserved Paleolithic wall paintings, some of the oldest known in the world.
  • A. Grotte de Pech Merle
    Grotte de Pech Merle is a famous prehistoric cave in southern France renowned for its well-preserved Paleolithic wall paintings and engravings.
  • B. Grotte de Mas d’Azil
    Grotte de Mas d’Azil is a large prehistoric cave in southwestern France renowned for its Paleolithic and Azilian archaeological remains and dramatic natural tunnel traversed by a road and river.
  • C. Grotte de Niaux
    Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
  • D. Grotte de la Madeleine
    Grotte de la Madeleine is a famous show cave in southern France known for its impressive limestone formations and underground chambers along the Gorges de l’Ardèche.
  • E. Grotte de l’Aven Noir
    Grotte de l’Aven Noir is a spectacular limestone cave in southern France known for its vast underground chambers, impressive stalactite and stalagmite formations, and guided speleological tours.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf16d0c08190bb8de4a4160b4414 completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8d22e588190b119e7d9f9c3873a completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afea1732b481909a8df01d80ca1bd4 completed March 10, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69b00eff94b481909a4cc08c8494870c completed March 10, 2026, 12:30 p.m.
Created at: March 6, 2026, 10:01 p.m.