Triple

T2900717
Position Surface form Disambiguated ID Type / Status
Subject Big E62646 entity
Predicate screenwriter P2831 FINISHED
Object Gary Ross
Gary Ross is an American filmmaker and screenwriter best known for writing and directing films such as "Pleasantville," "Seabiscuit," and "The Hunger Games."
E308419 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: Gary Ross | Statement: [Big, screenwriter, Gary Ross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Ross
Context triple: [Big, screenwriter, Gary Ross]
  • A. Josh Singer
    Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
  • B. 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."
  • C. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • D. 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."
  • E. Jake Kasdan
    Jake Kasdan is an American film and television director, producer, and screenwriter known for movies such as "Walk Hard: The Dewey Cox Story," "Jumanji: Welcome to the Jungle," and "Bad Teacher."
  • 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: Gary Ross
Triple: [Big, screenwriter, Gary Ross]
Generated description
Gary Ross is an American filmmaker and screenwriter best known for writing and directing films such as "Pleasantville," "Seabiscuit," and "The Hunger Games."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Ross
Target entity description: Gary Ross is an American filmmaker and screenwriter best known for writing and directing films such as "Pleasantville," "Seabiscuit," and "The Hunger Games."
  • A. Josh Singer
    Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
  • B. 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."
  • C. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • D. 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."
  • E. Jake Kasdan
    Jake Kasdan is an American film and television director, producer, and screenwriter known for movies such as "Walk Hard: The Dewey Cox Story," "Jumanji: Welcome to the Jungle," and "Bad Teacher."
  • 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0b081308190af8875151fb11c4e completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0318f2c908190aa10aa93f8fb139c completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b0405be9008190b1a264bc20e794c6 completed March 10, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_69b044ad7cd48190b4a3ae143131616e completed March 10, 2026, 4:19 p.m.
Created at: March 6, 2026, 10:10 p.m.