Triple

T6278731
Position Surface form Disambiguated ID Type / Status
Subject Precious E140725 entity
Predicate screenwriter P2831 FINISHED
Object Geoffrey Fletcher
Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
E589164 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: Geoffrey Fletcher | Statement: [Precious, screenwriter, Geoffrey Fletcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geoffrey Fletcher
Context triple: [Precious, screenwriter, Geoffrey Fletcher]
  • A. Lee M. Russell
    Lee M. Russell was an American Democratic politician who served as governor of Mississippi in the early 20th century.
  • B. Brendan O’Hare
    Brendan O’Hare is a Scottish musician and drummer best known for his work in influential alternative rock bands such as Teenage Fanclub and Mogwai.
  • C. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • D. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • E. John Seitz
    John Seitz was an American cinematographer renowned for his influential work in classic Hollywood cinema, particularly in film noir and science fiction.
  • 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: Geoffrey Fletcher
Triple: [Precious, screenwriter, Geoffrey Fletcher]
Generated description
Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geoffrey Fletcher
Target entity description: Geoffrey Fletcher is an American screenwriter and filmmaker best known for his Academy Award–winning adapted screenplay for the film "Precious."
  • A. Lee M. Russell
    Lee M. Russell was an American Democratic politician who served as governor of Mississippi in the early 20th century.
  • B. Brendan O’Hare
    Brendan O’Hare is a Scottish musician and drummer best known for his work in influential alternative rock bands such as Teenage Fanclub and Mogwai.
  • C. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • D. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • E. John Seitz
    John Seitz was an American cinematographer renowned for his influential work in classic Hollywood cinema, particularly in film noir and science fiction.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063dc55d48190b5ed48a50f3a742e completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d1f28748190a62fc26f92f0c15f completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c630ff3df48190bc6ef4143d10d042 completed March 27, 2026, 7:25 a.m.
NED2 Entity disambiguation (via description) batch_69c6315ec7948190b2123a03f35d8386 completed March 27, 2026, 7:27 a.m.
Created at: March 22, 2026, 4:26 p.m.