Triple

T16875762
Position Surface form Disambiguated ID Type / Status
Subject Les Biches E421294 entity
Predicate mainCharacter P1183 FINISHED
Object Paul Thomas
Paul Thomas is the central male protagonist in the French film "Les Biches," around whom the story’s romantic and psychological tensions revolve.
 E1237871 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: Paul Thomas | Statement: [Les Biches, mainCharacter, Paul Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Thomas
Context triple: [Les Biches, mainCharacter, Paul Thomas]
  • A. Paul Thomas
    Paul Thomas is an American musician best known as the bassist for the pop-punk band Good Charlotte.
  • B. Paul Thomas
    Paul Thomas is the grandfather of professional golfer Justin Thomas and a key early influence on his golfing career.
  • C. Jeffrey Bell
    Jeffrey Bell is an American television writer and producer known for his work on genre series such as Angel, Alias, and Marvel's Agents of S.H.I.E.L.D.
  • D. Tom Hiel
    Tom Hiel is an American film and television composer known for scoring a variety of genre projects, including cult and horror films.
  • E. Paul Thorn
    Paul Thorn is an American singer-songwriter and former professional boxer known for his blend of roots rock, blues, and Americana music.
  • 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: Paul Thomas
Triple: [Les Biches, mainCharacter, Paul Thomas]
Generated description
Paul Thomas is the central male protagonist in the French film "Les Biches," around whom the story’s romantic and psychological tensions revolve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Thomas
Target entity description: Paul Thomas is the central male protagonist in the French film "Les Biches," around whom the story’s romantic and psychological tensions revolve.
  • A. Paul Thomas
    Paul Thomas is an American musician best known as the bassist for the pop-punk band Good Charlotte.
  • B. Paul Thomas
    Paul Thomas is the grandfather of professional golfer Justin Thomas and a key early influence on his golfing career.
  • C. Jeffrey Bell
    Jeffrey Bell is an American television writer and producer known for his work on genre series such as Angel, Alias, and Marvel's Agents of S.H.I.E.L.D.
  • D. Tom Hiel
    Tom Hiel is an American film and television composer known for scoring a variety of genre projects, including cult and horror films.
  • E. Paul Thorn
    Paul Thorn is an American singer-songwriter and former professional boxer known for his blend of roots rock, blues, and Americana music.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f646308190b5e277b5f51cd315 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b4abd08190841c5bb0b0eaa177 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c355f4108190a4209599bf5f50da completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c413314881909e308588af09ce2a completed May 10, 2026, 5:44 p.m.
Created at: April 10, 2026, 5:29 a.m.