Triple

T16191611
Position Surface form Disambiguated ID Type / Status
Subject I Now Pronounce You Chuck & Larry E392953 entity
Predicate characterRole P268 FINISHED
Object Larry Valentine is a New York City firefighter
Larry Valentine is a central comedic character in the film "I Now Pronounce You Chuck & Larry," portrayed as a devoted but hapless firefighter who enters a fake same-sex marriage with his best friend to secure domestic partner benefits.
E1199204 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: Larry Valentine is a New York City firefighter | Statement: [I Now Pronounce You Chuck & Larry, characterRole, Larry Valentine is a New York City firefighter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Valentine is a New York City firefighter
Context triple: [I Now Pronounce You Chuck & Larry, characterRole, Larry Valentine is a New York City firefighter]
  • A. Don Valentine
    Don Valentine was a pioneering Silicon Valley venture capitalist and founder of Sequoia Capital, known for early investments in companies like Apple and Cisco.
  • B. James Valentine
    James Valentine is an American musician best known as the lead guitarist of the pop rock band Maroon 5.
  • C. Val Valentine
    Val Valentine was a screenwriter known for his work on early 20th-century Hollywood films, including the musical comedy "Going Hollywood."
  • D. Steve Valentine
    Steve Valentine is a Scottish actor and magician best known for his television roles, including his prominent part on the crime drama series "Crossing Jordan."
  • E. Larry Vaughn
    Larry Vaughn is the fictional mayor of Amity Island in Peter Benchley’s "Jaws," best known for prioritizing the town’s tourism economy over public safety during a series of shark attacks.
  • 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: Larry Valentine is a New York City firefighter
Triple: [I Now Pronounce You Chuck & Larry, characterRole, Larry Valentine is a New York City firefighter]
Generated description
Larry Valentine is a central comedic character in the film "I Now Pronounce You Chuck & Larry," portrayed as a devoted but hapless firefighter who enters a fake same-sex marriage with his best friend to secure domestic partner benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Valentine is a New York City firefighter
Target entity description: Larry Valentine is a central comedic character in the film "I Now Pronounce You Chuck & Larry," portrayed as a devoted but hapless firefighter who enters a fake same-sex marriage with his best friend to secure domestic partner benefits.
  • A. Don Valentine
    Don Valentine was a pioneering Silicon Valley venture capitalist and founder of Sequoia Capital, known for early investments in companies like Apple and Cisco.
  • B. James Valentine
    James Valentine is an American musician best known as the lead guitarist of the pop rock band Maroon 5.
  • C. Val Valentine
    Val Valentine was a screenwriter known for his work on early 20th-century Hollywood films, including the musical comedy "Going Hollywood."
  • D. Steve Valentine
    Steve Valentine is a Scottish actor and magician best known for his television roles, including his prominent part on the crime drama series "Crossing Jordan."
  • E. Larry Vaughn
    Larry Vaughn is the fictional mayor of Amity Island in Peter Benchley’s "Jaws," best known for prioritizing the town’s tourism economy over public safety during a series of shark attacks.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d5769c8190bbb604bfa095a1a5 completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff095504819096c36d6c5d131207 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a0002419cec81909e3cec70968b65a4 completed May 10, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0002ad960c81909c308a12da9b65d6 completed May 10, 2026, 3:59 a.m.
Created at: April 10, 2026, 5:02 a.m.