Triple

T12476662
Position Surface form Disambiguated ID Type / Status
Subject Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan E298191 entity
Predicate editedBy P1954 FINISHED
Object James Thomas
James Thomas is a film editor best known for his work on the satirical mockumentary "Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan."
E985349 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: James Thomas | Statement: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, editedBy, James Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Thomas
Context triple: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, editedBy, James Thomas]
  • A. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • B. John Thomas
    John Thomas is an author known for writing about the Predator franchise.
  • C. John Thomas
    John Thomas is a film producer best known for his work on the action thriller "Executive Decision."
  • D. William Thomas
    William Thomas was an early settler and prominent figure in the Plymouth Colony town of Marshfield in 17th-century New England.
  • E. William Thomas
    William Thomas was a prominent 19th-century architect known for his influential work on major public monuments and buildings in Canada.
  • 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: James Thomas
Triple: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, editedBy, James Thomas]
Generated description
James Thomas is a film editor best known for his work on the satirical mockumentary "Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Thomas
Target entity description: James Thomas is a film editor best known for his work on the satirical mockumentary "Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan."
  • A. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • B. John Thomas
    John Thomas is an author known for writing about the Predator franchise.
  • C. John Thomas
    John Thomas is a film producer best known for his work on the action thriller "Executive Decision."
  • D. William Thomas
    William Thomas was an early settler and prominent figure in the Plymouth Colony town of Marshfield in 17th-century New England.
  • E. William Thomas
    William Thomas was a prominent 19th-century architect known for his influential work on major public monuments and buildings in Canada.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dcc24e48190ae9c367a03f659f4 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f25462881908dccb831b474875d completed May 2, 2026, 6:15 p.m.
NEDg Description generation batch_69f64278823c81908db729497000a2e4 completed May 2, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69f643089abc8190b366e777ef48982a completed May 2, 2026, 6:31 p.m.
Created at: April 8, 2026, 9:56 p.m.