Triple

T11426937
Position Surface form Disambiguated ID Type / Status
Subject Kevin Tighe E270774 entity
Predicate characterIn P12208 FINISHED
Object Roy DeSoto in Emergency!
Roy DeSoto in *Emergency!* is a fictional Los Angeles County Fire Department paramedic and one of the series’ central protagonists, known for his calm professionalism and partnership with John Gage.
E924819 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: Roy DeSoto in Emergency! | Statement: [Kevin Tighe, characterIn, Roy DeSoto in Emergency!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roy DeSoto in Emergency!
Context triple: [Kevin Tighe, characterIn, Roy DeSoto in Emergency!]
  • A. Lieutenant Dan Taylor – Gary Sinise
    Lieutenant Dan Taylor, portrayed by Gary Sinise, is a Vietnam War veteran and Forrest Gump’s platoon leader whose journey from bitterness and despair to acceptance and purpose forms one of the film’s most memorable emotional arcs.
  • B. Dr. Jack Morrison in St. Elsewhere
    Dr. Jack Morrison is a central, idealistic young physician on the 1980s medical drama series "St. Elsewhere," known for his personal and professional struggles at the chaotic St. Eligius hospital.
  • C. Officer John Ryan in Crash
    Officer John Ryan in Crash is a central character in the 2004 ensemble drama film "Crash," portrayed as a complex, morally conflicted Los Angeles police officer whose actions explore themes of racism, power, and redemption.
  • D. Richard Crenna as Colonel Sam Trautman
    Richard Crenna as Colonel Sam Trautman is the stern yet paternal U.S. Army colonel who serves as John Rambo’s former commanding officer and moral counterpoint in the Rambo film series.
  • E. Dr. Mark Craig in St. Elsewhere
    Dr. Mark Craig in *St. Elsewhere* is a brilliant but abrasive cardiothoracic surgeon and senior physician at Boston's St. Eligius Hospital, known for his exacting standards and complex personal and professional relationships.
  • 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: Roy DeSoto in Emergency!
Triple: [Kevin Tighe, characterIn, Roy DeSoto in Emergency!]
Generated description
Roy DeSoto in *Emergency!* is a fictional Los Angeles County Fire Department paramedic and one of the series’ central protagonists, known for his calm professionalism and partnership with John Gage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roy DeSoto in Emergency!
Target entity description: Roy DeSoto in *Emergency!* is a fictional Los Angeles County Fire Department paramedic and one of the series’ central protagonists, known for his calm professionalism and partnership with John Gage.
  • A. Lieutenant Dan Taylor – Gary Sinise
    Lieutenant Dan Taylor, portrayed by Gary Sinise, is a Vietnam War veteran and Forrest Gump’s platoon leader whose journey from bitterness and despair to acceptance and purpose forms one of the film’s most memorable emotional arcs.
  • B. Dr. Jack Morrison in St. Elsewhere
    Dr. Jack Morrison is a central, idealistic young physician on the 1980s medical drama series "St. Elsewhere," known for his personal and professional struggles at the chaotic St. Eligius hospital.
  • C. Officer John Ryan in Crash
    Officer John Ryan in Crash is a central character in the 2004 ensemble drama film "Crash," portrayed as a complex, morally conflicted Los Angeles police officer whose actions explore themes of racism, power, and redemption.
  • D. Richard Crenna as Colonel Sam Trautman
    Richard Crenna as Colonel Sam Trautman is the stern yet paternal U.S. Army colonel who serves as John Rambo’s former commanding officer and moral counterpoint in the Rambo film series.
  • E. Dr. Mark Craig in St. Elsewhere
    Dr. Mark Craig in *St. Elsewhere* is a brilliant but abrasive cardiothoracic surgeon and senior physician at Boston's St. Eligius Hospital, known for his exacting standards and complex personal and professional relationships.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d806c000b88190bfaa646b2dc424b7 completed April 9, 2026, 8:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b8c8e1988190aba5a2536dbb37cf completed April 20, 2026, 5:25 a.m.
NEDg Description generation batch_69e5c28e2dd481909b45a43b5825f393 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c4722c348190a4c49edb1f6df240 completed April 20, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:35 p.m.