Triple

T1987353
Position Surface form Disambiguated ID Type / Status
Subject The Hangover E43171 entity
Predicate producer P490 FINISHED
Object Scott Budnick
Scott Budnick is an American film producer best known for his work on hit comedies like "The Hangover" and for his later activism in criminal justice reform.
 E321427 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: Scott Budnick | Statement: [The Hangover, producer, Scott Budnick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scott Budnick
Context triple: [The Hangover, producer, Scott Budnick]
  • A. Scott Rothman
    Scott Rothman is an American screenwriter best known for co-writing the sports drama film "Draft Day."
  • B. Matt Weitzman
    Matt Weitzman is an American television writer and producer best known as a co-creator and executive producer of the animated series "American Dad!"
  • C. Nat Mauldin
    Nat Mauldin is an American screenwriter and television writer known for his work on family-oriented films and popular TV comedies.
  • D. Vince Welnick
    Vince Welnick was an American keyboardist and singer best known for serving as the Grateful Dead’s final keyboard player from 1990 until the band’s dissolution in 1995.
  • E. Ben Boulware
    Ben Boulware is an American former linebacker best known for starring on Clemson University's national championship-winning football team and earning All-American honors.
  • 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: Scott Budnick
Triple: [The Hangover, producer, Scott Budnick]
Generated description
Scott Budnick is an American film producer best known for his work on hit comedies like "The Hangover" and for his later activism in criminal justice reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scott Budnick
Target entity description: Scott Budnick is an American film producer best known for his work on hit comedies like "The Hangover" and for his later activism in criminal justice reform.
  • A. Scott Rothman
    Scott Rothman is an American screenwriter best known for co-writing the sports drama film "Draft Day."
  • B. Matt Weitzman
    Matt Weitzman is an American television writer and producer best known as a co-creator and executive producer of the animated series "American Dad!"
  • C. Nat Mauldin
    Nat Mauldin is an American screenwriter and television writer known for his work on family-oriented films and popular TV comedies.
  • D. Vince Welnick
    Vince Welnick was an American keyboardist and singer best known for serving as the Grateful Dead’s final keyboard player from 1990 until the band’s dissolution in 1995.
  • E. Ben Boulware
    Ben Boulware is an American former linebacker best known for starring on Clemson University's national championship-winning football team and earning All-American honors.
  • 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb840a5708190a9b64564b855fb22 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1de68338c8190bf28d0a51716623a completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1e5153640819085c78186c2490140 completed March 11, 2026, 9:56 p.m.
NED2 Entity disambiguation (via description) batch_69b1e57c63288190a37f0d4f87c4108c completed March 11, 2026, 9:58 p.m.
Created at: March 4, 2026, 7:37 p.m.