Triple

T12224913
Position Surface form Disambiguated ID Type / Status
Subject Kelly's Heroes E291323 entity
Predicate castMember P1668 FINISHED
Object Perry Lopez
Perry Lopez was an American character actor known for his supporting roles in films and television from the 1950s through the 1980s, including appearances in notable movies like "Chinatown."
E972733 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: Perry Lopez | Statement: [Kelly's Heroes, castMember, Perry Lopez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Perry Lopez
Context triple: [Kelly's Heroes, castMember, Perry Lopez]
  • A. Frank Lopez
    Frank Lopez is a fictional Miami drug lord and early mentor-turned-rival to Tony Montana in the 1983 crime film "Scarface."
  • B. Louie Pérez
    Louie Pérez is an American musician and songwriter best known as a founding member, drummer, and primary lyricist for the rock band Los Lobos.
  • C. Ernie Pantusso
    Ernie Pantusso, commonly known as "Coach," is a lovable, dim-witted former baseball player who works as a bartender on the classic TV sitcom "Cheers."
  • D. Willie Turnesa
    Willie Turnesa was an American amateur golfer who won multiple major amateur championships, including two U.S. Amateurs and one British Amateur, and came from the prominent Turnesa golfing family.
  • E. Perry Benson
    Perry Benson is a British character actor known for his work in film and television, often appearing in gritty dramas and offbeat comedies.
  • 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: Perry Lopez
Triple: [Kelly's Heroes, castMember, Perry Lopez]
Generated description
Perry Lopez was an American character actor known for his supporting roles in films and television from the 1950s through the 1980s, including appearances in notable movies like "Chinatown."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Perry Lopez
Target entity description: Perry Lopez was an American character actor known for his supporting roles in films and television from the 1950s through the 1980s, including appearances in notable movies like "Chinatown."
  • A. Frank Lopez
    Frank Lopez is a fictional Miami drug lord and early mentor-turned-rival to Tony Montana in the 1983 crime film "Scarface."
  • B. Louie Pérez
    Louie Pérez is an American musician and songwriter best known as a founding member, drummer, and primary lyricist for the rock band Los Lobos.
  • C. Ernie Pantusso
    Ernie Pantusso, commonly known as "Coach," is a lovable, dim-witted former baseball player who works as a bartender on the classic TV sitcom "Cheers."
  • D. Willie Turnesa
    Willie Turnesa was an American amateur golfer who won multiple major amateur championships, including two U.S. Amateurs and one British Amateur, and came from the prominent Turnesa golfing family.
  • E. Perry Benson
    Perry Benson is a British character actor known for his work in film and television, often appearing in gritty dramas and offbeat comedies.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa9023881909f8373e02d2cad4b completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:51 p.m.