Triple

T1790786
Position Surface form Disambiguated ID Type / Status
Subject Ford v Ferrari E39489 entity
Predicate director P255 FINISHED
Object James Mangold
James Mangold is an American filmmaker known for directing acclaimed character-driven movies such as "Walk the Line," "Logan," and "Ford v Ferrari."
 E202171 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 Mangold | Statement: [Ford v Ferrari, director, James Mangold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Mangold
Context triple: [Ford v Ferrari, director, James Mangold]
  • A. Matthew Vaughn
    Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
  • B. Joe Carnahan
    Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
  • C. David Ayer
    David Ayer is an American filmmaker best known for writing and directing gritty crime dramas and the comic-book film "Suicide Squad."
  • D. Anthony Russo
    Anthony Russo is an American film director best known for co-directing several Marvel Cinematic Universe blockbusters, including Captain America: The Winter Soldier, Captain America: Civil War, Avengers: Infinity War, and Avengers: Endgame, often in collaboration with his brother Joe Russo.
  • E. Doug Liman
    Doug Liman is an American film director and producer known for stylish, fast-paced action movies such as The Bourne Identity, Mr. & Mrs. Smith, and Edge of Tomorrow.
  • 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 Mangold
Triple: [Ford v Ferrari, director, James Mangold]
Generated description
James Mangold is an American filmmaker known for directing acclaimed character-driven movies such as "Walk the Line," "Logan," and "Ford v Ferrari."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Mangold
Target entity description: James Mangold is an American filmmaker known for directing acclaimed character-driven movies such as "Walk the Line," "Logan," and "Ford v Ferrari."
  • A. Matthew Vaughn
    Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
  • B. Joe Carnahan
    Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
  • C. David Ayer
    David Ayer is an American filmmaker best known for writing and directing gritty crime dramas and the comic-book film "Suicide Squad."
  • D. Anthony Russo
    Anthony Russo is an American film director best known for co-directing several Marvel Cinematic Universe blockbusters, including Captain America: The Winter Soldier, Captain America: Civil War, Avengers: Infinity War, and Avengers: Endgame, often in collaboration with his brother Joe Russo.
  • E. Doug Liman
    Doug Liman is an American film director and producer known for stylish, fast-paced action movies such as The Bourne Identity, Mr. & Mrs. Smith, and Edge of Tomorrow.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6512804c8190a5743c10bd37f83f completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d063d48190aef6796ee3957994 completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b54a5081908b7dba1ff0d1a8da completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb9b7a32481908a11686d658a077a completed March 8, 2026, 6:02 p.m.
Created at: March 4, 2026, 7:32 p.m.