Triple

T3853891
Position Surface form Disambiguated ID Type / Status
Subject Grotte de Niaux E85363 entity
Predicate hasArtPeriod P16613 FINISHED
Object Magdalenian
Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
E392537 NE FINISHED

How this triple was built (5 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: Magdalenian | Statement: [Grotte de Niaux, hasArtPeriod, Magdalenian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Magdalenian
Context triple: [Grotte de Niaux, hasArtPeriod, Magdalenian]
  • A. Stone Age
    The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
  • B. Corded Ware culture
    The Corded Ware culture was a widespread Late Neolithic–Early Bronze Age archaeological culture in much of northern and central Europe, often linked to early Indo-European expansions.
  • C. 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.
  • D. Yamnaya culture
    The Yamnaya culture was a late Copper Age to early Bronze Age pastoralist society of the Pontic–Caspian steppe, often linked to the spread of Indo-European languages and steppe ancestry across Europe and parts of Asia.
  • E. Idumaean
    Idumaean refers to a person from Idumea (Edom), a region south of Judea whose inhabitants were integrated into the Jewish state in the late Second Temple period and are historically associated with figures like Herod the Great.
  • 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: Magdalenian
Triple: [Grotte de Niaux, hasArtPeriod, Magdalenian]
Generated description
Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Magdalenian
Target entity description: Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
  • A. Stone Age
    The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
  • B. Corded Ware culture
    The Corded Ware culture was a widespread Late Neolithic–Early Bronze Age archaeological culture in much of northern and central Europe, often linked to early Indo-European expansions.
  • C. 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.
  • D. Yamnaya culture
    The Yamnaya culture was a late Copper Age to early Bronze Age pastoralist society of the Pontic–Caspian steppe, often linked to the spread of Indo-European languages and steppe ancestry across Europe and parts of Asia.
  • E. Idumaean
    Idumaean refers to a person from Idumea (Edom), a region south of Judea whose inhabitants were integrated into the Jewish state in the late Second Temple period and are historically associated with figures like Herod the Great.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasArtPeriod
Context triple: [Grotte de Niaux, hasArtPeriod, Magdalenian]
  • A. hasArtisticDiscipline
    Indicates that one entity practices, specializes in, or is associated with a particular artistic discipline or field.
  • B. hasArtisticReputation
    Indicates that an entity is recognized or regarded for its artistic skill, contribution, or standing.
  • C. inArtSince
    Indicates that an entity has been involved or active in the field of art starting from a specified time.
  • D. hasArtProgram
    Indicates that an entity offers or participates in an art-related educational or creative program.
  • E. hasArtHistoricalSignificance chosen
    Indicates that something holds notable importance or influence within the context of art history.
  • F. None of above.

Provenance (6 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_69aed936de1c81908f91bed80f70abb2 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec0438308190865ff74bee5a1cf2 completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5041c7250819093b2743afeb6e36c completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504c46dcc8190a9775c39e5c734a9 completed March 14, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69b505742830819093a861bde17c03c0 completed March 14, 2026, 6:51 a.m.
PD Predicate disambiguation batch_69aee750377c8190af70c79768c0edd8 completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:19 p.m.