Triple

T12984234
Position Surface form Disambiguated ID Type / Status
Subject World Heritage Sites in France E321726 entity
Predicate includesSite P5003 FINISHED
Object Prehistoric Sites and Decorated Caves of the Vézère Valley
Prehistoric Sites and Decorated Caves of the Vézère Valley are a group of renowned Paleolithic archaeological sites in southwestern France, famous for their exceptionally well-preserved cave art and evidence of early modern human life.
E1012583 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: Prehistoric Sites and Decorated Caves of the Vézère Valley | Statement: [World Heritage Sites in France, includesSite, Prehistoric Sites and Decorated Caves of the Vézère Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prehistoric Sites and Decorated Caves of the Vézère Valley
Context triple: [World Heritage Sites in France, includesSite, Prehistoric Sites and Decorated Caves of the Vézère Valley]
  • 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 Niaux
    Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
  • C. Cave of Altamira and Paleolithic Cave Art of Northern Spain
    The Cave of Altamira and Paleolithic Cave Art of Northern Spain is a renowned group of prehistoric caves celebrated for their exceptionally well-preserved Upper Paleolithic paintings and engravings, often called the “Sistine Chapel of Paleolithic art.”
  • 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. Lascaux cave
    Lascaux cave is a famous prehistoric site in southwestern France renowned for its exceptionally well-preserved Paleolithic cave paintings, especially depictions of large animals.
  • 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: Prehistoric Sites and Decorated Caves of the Vézère Valley
Triple: [World Heritage Sites in France, includesSite, Prehistoric Sites and Decorated Caves of the Vézère Valley]
Generated description
Prehistoric Sites and Decorated Caves of the Vézère Valley are a group of renowned Paleolithic archaeological sites in southwestern France, famous for their exceptionally well-preserved cave art and evidence of early modern human life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prehistoric Sites and Decorated Caves of the Vézère Valley
Target entity description: Prehistoric Sites and Decorated Caves of the Vézère Valley are a group of renowned Paleolithic archaeological sites in southwestern France, famous for their exceptionally well-preserved cave art and evidence of early modern human life.
  • 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 Niaux
    Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
  • C. Cave of Altamira and Paleolithic Cave Art of Northern Spain
    The Cave of Altamira and Paleolithic Cave Art of Northern Spain is a renowned group of prehistoric caves celebrated for their exceptionally well-preserved Upper Paleolithic paintings and engravings, often called the “Sistine Chapel of Paleolithic art.”
  • 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. Lascaux cave
    Lascaux cave is a famous prehistoric site in southwestern France renowned for its exceptionally well-preserved Paleolithic cave paintings, especially depictions of large animals.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5e3f208190abd2d4b4d5114834 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f4320881909d66eaa48f888fab completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9dc31ec819093c89ff0a1ccbfa1 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6baacd7548190af5514923a0dee26 completed May 3, 2026, 3:02 a.m.
Created at: April 9, 2026, 8:40 p.m.