Triple

T717551
Position Surface form Disambiguated ID Type / Status
Subject Occitanie E14341 entity
Predicate hasNotableCave P10755 FINISHED
Object 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.
 E104716 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: Grotte de la Madeleine | Statement: [Occitanie, hasNotableCave, Grotte de la Madeleine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grotte de la Madeleine
Context triple: [Occitanie, hasNotableCave, Grotte de la Madeleine]
  • A. Grotte des Demoiselles
    Grotte des Demoiselles is a famous limestone show cave in southern France known for its vast chambers, dramatic stalactite and stalagmite formations, and underground cathedral-like hall.
  • B. Grotte de Niaux
    Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
  • C. 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.
  • D. 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.
  • E. Grotte de Foissac
    Grotte de Foissac is a prehistoric cave in southern France renowned for its archaeological remains, ancient human traces, and impressive limestone formations.
  • 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: Grotte de la Madeleine
Triple: [Occitanie, hasNotableCave, Grotte de la Madeleine]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grotte de la Madeleine
Target entity description: 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.
  • A. Grotte des Demoiselles
    Grotte des Demoiselles is a famous limestone show cave in southern France known for its vast chambers, dramatic stalactite and stalagmite formations, and underground cathedral-like hall.
  • B. Grotte de Niaux
    Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
  • C. 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.
  • D. 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.
  • E. Grotte de Foissac
    Grotte de Foissac is a prehistoric cave in southern France renowned for its archaeological remains, ancient human traces, and impressive limestone formations.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aa9a1dcc81908bdb7b960765fde5 completed March 1, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c005750881909187edfa8e8fa02c completed March 4, 2026, 5:15 a.m.
NEDg Description generation batch_69a7c07c09f8819082e9c59d22f607cf completed March 4, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7c10b114c8190831a95519dd185a2 completed March 4, 2026, 5:20 a.m.
Created at: March 1, 2026, 7:37 p.m.