Triple

T8628120
Position Surface form Disambiguated ID Type / Status
Subject Brett Cullen E204329 entity
Predicate notableWork P4 FINISHED
Object The Replacements (2000 film)
The Replacements is a 2000 American sports comedy film about a ragtag team of replacement football players who get a shot at glory during a professional players' strike.
 E747062 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: The Replacements (2000 film) | Statement: [Brett Cullen, notableWork, The Replacements (2000 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Replacements (2000 film)
Context triple: [Brett Cullen, notableWork, The Replacements (2000 film)]
  • A. The Swingers
    The Swingers were a New Zealand–Australian new wave band best known for their early 1980s hit "Counting the Beat."
  • B. Reality Bites
    Reality Bites is a 1994 Gen X romantic comedy-drama film that follows a group of recent college graduates navigating love, work, and identity in post-college life.
  • C. The Clerks
    "The Clerks" is a poem by Edwin Arlington Robinson that characteristically explores the inner lives and quiet struggles of ordinary office workers through his reflective, psychologically nuanced verse.
  • D. Swingers
    Swingers is a 1996 indie comedy-drama film about struggling actors navigating love and nightlife in Los Angeles, known for its witty dialogue and breakout roles for Jon Favreau and Vince Vaughn.
  • E. A Night at the Roxbury
    A Night at the Roxbury is a 1998 American comedy film starring Will Ferrell and Chris Kattan as socially awkward club-going brothers, based on their recurring sketch characters from Saturday Night Live.
  • 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: The Replacements (2000 film)
Triple: [Brett Cullen, notableWork, The Replacements (2000 film)]
Generated description
The Replacements is a 2000 American sports comedy film about a ragtag team of replacement football players who get a shot at glory during a professional players' strike.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Replacements (2000 film)
Target entity description: The Replacements is a 2000 American sports comedy film about a ragtag team of replacement football players who get a shot at glory during a professional players' strike.
  • A. The Swingers
    The Swingers were a New Zealand–Australian new wave band best known for their early 1980s hit "Counting the Beat."
  • B. Reality Bites
    Reality Bites is a 1994 Gen X romantic comedy-drama film that follows a group of recent college graduates navigating love, work, and identity in post-college life.
  • C. The Clerks
    "The Clerks" is a poem by Edwin Arlington Robinson that characteristically explores the inner lives and quiet struggles of ordinary office workers through his reflective, psychologically nuanced verse.
  • D. Swingers
    Swingers is a 1996 indie comedy-drama film about struggling actors navigating love and nightlife in Los Angeles, known for its witty dialogue and breakout roles for Jon Favreau and Vince Vaughn.
  • E. A Night at the Roxbury
    A Night at the Roxbury is a 1998 American comedy film starring Will Ferrell and Chris Kattan as socially awkward club-going brothers, based on their recurring sketch characters from Saturday Night Live.
  • 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_69ca834a4ea0819094970dceb9e389f3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc472ccc0c81908e0708c94a7cbe65 completed March 31, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbf918f08190a9b0469eae8e0e0d completed April 2, 2026, 6:56 p.m.
NEDg Description generation batch_69cebd805a9881909017933409a39e1c completed April 2, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69cebe3f29cc8190b22c30143e7c81bf completed April 2, 2026, 7:06 p.m.
Created at: March 30, 2026, 6:27 p.m.