Triple

T4430795
Position Surface form Disambiguated ID Type / Status
Subject Grotte de Mas d’Azil E95322 entity
Predicate gaveNameTo P744 FINISHED
Object Azilian culture
The Azilian culture was a Late Upper Paleolithic to Early Mesolithic archaeological culture in Western Europe, characterized by microlithic stone tools, painted pebbles, and a hunter-gatherer lifestyle following the Magdalenian period.
E439652 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: Azilian culture | Statement: [Grotte de Mas d’Azil, gaveNameTo, Azilian culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azilian culture
Context triple: [Grotte de Mas d’Azil, gaveNameTo, Azilian culture]
  • A. Picene culture
    Picene culture was an Iron Age archaeological culture in central Italy associated with the ancient Piceni people, known for its distinctive burial customs, metalwork, and role in pre-Roman Italic society.
  • B. Villanovan culture
    The Villanovan culture was an early Iron Age civilization in central Italy, regarded as the precursor to the Etruscan civilization and known for its distinctive cremation burials and geometric pottery.
  • C. Terramare culture
    The Terramare culture was a Bronze Age civilization in northern Italy known for its fortified pile-dwelling villages, advanced metalworking, and organized agricultural society.
  • D. Maadi culture
    The Maadi culture was a late Predynastic Egyptian archaeological culture centered near modern Cairo, notable for its early trade links with the Levant and its role in the development of complex society in Lower Egypt.
  • E. Badarian culture
    Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
  • 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: Azilian culture
Triple: [Grotte de Mas d’Azil, gaveNameTo, Azilian culture]
Generated description
The Azilian culture was a Late Upper Paleolithic to Early Mesolithic archaeological culture in Western Europe, characterized by microlithic stone tools, painted pebbles, and a hunter-gatherer lifestyle following the Magdalenian period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azilian culture
Target entity description: The Azilian culture was a Late Upper Paleolithic to Early Mesolithic archaeological culture in Western Europe, characterized by microlithic stone tools, painted pebbles, and a hunter-gatherer lifestyle following the Magdalenian period.
  • A. Picene culture
    Picene culture was an Iron Age archaeological culture in central Italy associated with the ancient Piceni people, known for its distinctive burial customs, metalwork, and role in pre-Roman Italic society.
  • B. Villanovan culture
    The Villanovan culture was an early Iron Age civilization in central Italy, regarded as the precursor to the Etruscan civilization and known for its distinctive cremation burials and geometric pottery.
  • C. Terramare culture
    The Terramare culture was a Bronze Age civilization in northern Italy known for its fortified pile-dwelling villages, advanced metalworking, and organized agricultural society.
  • D. Maadi culture
    The Maadi culture was a late Predynastic Egyptian archaeological culture centered near modern Cairo, notable for its early trade links with the Levant and its role in the development of complex society in Lower Egypt.
  • E. Badarian culture
    Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3556b71448190a3fab938853f8b87 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6136f350c81908d00eff850951ab0 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b614371b2081909fabb88f2993dd29 completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b6156db4a081909054f7db172315e9 completed March 15, 2026, 2:11 a.m.
Created at: March 12, 2026, 11:31 p.m.