Triple

T179840
Position Surface form Disambiguated ID Type / Status
Subject A Beautiful Mind (2001 film) E3659 entity
Predicate screenwriter P2831 FINISHED
Object Akiva Goldsman
Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
E24246 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: Akiva Goldsman | Statement: [A Beautiful Mind (2001 film), screenwriter, Akiva Goldsman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Akiva Goldsman
Context triple: [A Beautiful Mind (2001 film), screenwriter, Akiva Goldsman]
  • A. Aaron Sorkin
    Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
  • B. Charles Roven
    Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
  • C. Frank Mankiewicz
    Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
  • D. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • E. Brian Grazer
    Brian Grazer is an American film and television producer and co-founder of Imagine Entertainment, known for producing acclaimed movies and TV series such as A Beautiful Mind, Apollo 13, and Arrested Development.
  • 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: Akiva Goldsman
Triple: [A Beautiful Mind (2001 film), screenwriter, Akiva Goldsman]
Generated description
Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Akiva Goldsman
Target entity description: Akiva Goldsman is an American screenwriter, producer, and director known for his work on major Hollywood films such as A Beautiful Mind, for which he won an Academy Award for Best Adapted Screenplay.
  • A. Aaron Sorkin
    Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
  • B. Charles Roven
    Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
  • C. Frank Mankiewicz
    Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
  • D. Steven S. DeKnight
    Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
  • E. Brian Grazer
    Brian Grazer is an American film and television producer and co-founder of Imagine Entertainment, known for producing acclaimed movies and TV series such as A Beautiful Mind, Apollo 13, and Arrested Development.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a25901a9188190b8f510bec8c8e7f2 completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a305e3686c8190a6124673b83187d9 completed Feb. 28, 2026, 3:12 p.m.
NEDg Description generation batch_69a30a24d2b481908b295d59cb90f01e completed Feb. 28, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69a30a9c84a88190b946b9eaaafa2f91 completed Feb. 28, 2026, 3:32 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.