Triple

T522893
Position Surface form Disambiguated ID Type / Status
Subject Think Like a Man E10856 entity
Predicate director P255 FINISHED
Object Tim Story
Tim Story is an American film director and producer best known for helming commercially successful comedies and blockbuster franchises such as the "Barbershop" series and the "Fantastic Four" films.
E65276 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: Tim Story | Statement: [Think Like a Man, director, Tim Story]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tim Story
Context triple: [Think Like a Man, director, Tim Story]
  • A. Joseph Kahn
    Joseph Kahn is an American journalist who serves as the executive editor of The New York Times and is known for his leadership in global and investigative reporting.
  • B. 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.
  • C. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • D. James MacDonald
    James MacDonald was an American sound effects artist and voice actor for Disney, known for providing voices and innovative audio work in many classic animated films.
  • E. 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."
  • 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: Tim Story
Triple: [Think Like a Man, director, Tim Story]
Generated description
Tim Story is an American film director and producer best known for helming commercially successful comedies and blockbuster franchises such as the "Barbershop" series and the "Fantastic Four" films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tim Story
Target entity description: Tim Story is an American film director and producer best known for helming commercially successful comedies and blockbuster franchises such as the "Barbershop" series and the "Fantastic Four" films.
  • A. Joseph Kahn
    Joseph Kahn is an American journalist who serves as the executive editor of The New York Times and is known for his leadership in global and investigative reporting.
  • B. 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.
  • C. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • D. James MacDonald
    James MacDonald was an American sound effects artist and voice actor for Disney, known for providing voices and innovative audio work in many classic animated films.
  • E. 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."
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab20f5288190aca34aacde60604b completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4abcb4b0c8190b7fdad2d46b97a06 completed March 1, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4ada4ca5481909bbd62b55f10f4f9 completed March 1, 2026, 9:20 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.