Triple

T12825645
Position Surface form Disambiguated ID Type / Status
Subject Us E306643 entity
Predicate producer P490 FINISHED
Object Ian Cooper
Ian Cooper is a film producer known for his work with Jordan Peele’s Monkeypaw Productions on projects such as "Us" and "Nope."
 E1015198 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: Ian Cooper | Statement: [Us, producer, Ian Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ian Cooper
Context triple: [Us, producer, Ian Cooper]
  • A. Andy Cooper
    Andy Cooper was an American Negro league baseball pitcher and later manager, renowned for his standout career in the 1920s and 1930s and his eventual induction into the Baseball Hall of Fame.
  • B. Richard Copley
    Richard Copley was the father of the renowned American-born painter John Singleton Copley.
  • C. Ian Roberts
    Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
  • D. Ian Roberts
    Ian Roberts is an American comedian, writer, and actor best known as a founding member of the Upright Citizens Brigade and a producer and writer on various sketch comedy projects.
  • E. Michael Graham Cox
    Michael Graham Cox was a British actor best known for his voice and character roles in film, television, and radio, including work on animated adaptations of classic literature.
  • 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: Ian Cooper
Triple: [Us, producer, Ian Cooper]
Generated description
Ian Cooper is a film producer known for his work with Jordan Peele’s Monkeypaw Productions on projects such as "Us" and "Nope."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ian Cooper
Target entity description: Ian Cooper is a film producer known for his work with Jordan Peele’s Monkeypaw Productions on projects such as "Us" and "Nope."
  • A. Andy Cooper
    Andy Cooper was an American Negro league baseball pitcher and later manager, renowned for his standout career in the 1920s and 1930s and his eventual induction into the Baseball Hall of Fame.
  • B. Richard Copley
    Richard Copley was the father of the renowned American-born painter John Singleton Copley.
  • C. Ian Roberts
    Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
  • D. Ian Roberts
    Ian Roberts is an American comedian, writer, and actor best known as a founding member of the Upright Citizens Brigade and a producer and writer on various sketch comedy projects.
  • E. Michael Graham Cox
    Michael Graham Cox was a British actor best known for his voice and character roles in film, television, and radio, including work on animated adaptations of classic literature.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96facb2d48190bc12efc00c9da360 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0e0e90881908f6e523754107e75 completed May 3, 2026, 3:28 a.m.
NEDg Description generation batch_69f6c277e6248190870b3bf9869716a7 completed May 3, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 5:33 p.m.