Triple

T15842732
Position Surface form Disambiguated ID Type / Status
Subject Ligier (historical) E384136 entity
Predicate founder P104 FINISHED
Object Guy Ligier
Guy Ligier was a French racing driver and entrepreneur best known for founding the Ligier Formula One team and sports car manufacturer.
E1180621 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: Guy Ligier | Statement: [Ligier (historical), founder, Guy Ligier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guy Ligier
Context triple: [Ligier (historical), founder, Guy Ligier]
  • A. Pierre Salvadori
    Pierre Salvadori is a French film director and screenwriter known for his witty, character-driven comedies and romantic dramas.
  • B. Pierre Clerget
    Pierre Clerget was a French engineer and aircraft engine designer known for developing several notable early aviation powerplants, including the Clerget rotary engines used during World War I.
  • C. Robert Arnoux
    Robert Arnoux was a French film and stage actor active in the early to mid-20th century, known for his character roles in numerous French productions.
  • D. Christophe Ballard
    Christophe Ballard was a prominent 17th-century French music printer and publisher, known for issuing major operatic and musical works in Paris.
  • E. Henri Prost
    Henri Prost was a prominent French architect and urban planner best known for designing major city plans in France, Morocco, and Turkey in the early 20th century.
  • 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: Guy Ligier
Triple: [Ligier (historical), founder, Guy Ligier]
Generated description
Guy Ligier was a French racing driver and entrepreneur best known for founding the Ligier Formula One team and sports car manufacturer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guy Ligier
Target entity description: Guy Ligier was a French racing driver and entrepreneur best known for founding the Ligier Formula One team and sports car manufacturer.
  • A. Pierre Salvadori
    Pierre Salvadori is a French film director and screenwriter known for his witty, character-driven comedies and romantic dramas.
  • B. Pierre Clerget
    Pierre Clerget was a French engineer and aircraft engine designer known for developing several notable early aviation powerplants, including the Clerget rotary engines used during World War I.
  • C. Robert Arnoux
    Robert Arnoux was a French film and stage actor active in the early to mid-20th century, known for his character roles in numerous French productions.
  • D. Christophe Ballard
    Christophe Ballard was a prominent 17th-century French music printer and publisher, known for issuing major operatic and musical works in Paris.
  • E. Henri Prost
    Henri Prost was a prominent French architect and urban planner best known for designing major city plans in France, Morocco, and Turkey in the early 20th century.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e88ff08190a1035269e8fdaa6a completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa13eab4881908794104508ba53af completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa527af048190b1f87d85e50bf254 completed May 9, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5df00e481909e203e78940395ed completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:50 a.m.