Triple

T7747217
Position Surface form Disambiguated ID Type / Status
Subject Station 19 E175660 entity
Predicate mainCharacter P1183 FINISHED
Object Travis Montgomery
Travis Montgomery is a central firefighter character in the television drama "Station 19," known for his compassion, humor, and dedication to his crew.
 E686143 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: Travis Montgomery | Statement: [Station 19, mainCharacter, Travis Montgomery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Travis Montgomery
Context triple: [Station 19, mainCharacter, Travis Montgomery]
  • A. John Travis
    John Travis is a writer known for works that often explore themes and settings associated with the American cowboy and Western culture.
  • B. John Travis
    John Travis is a music producer known for his work on Kid Rock's song "Only God Knows Why."
  • C. John Travis
    John Travis is a film and television producer known for his work on the long-running reality series "Cowboy."
  • D. Travis Banton
    Travis Banton was a prominent American Hollywood costume designer best known for his glamorous, influential work at Paramount Pictures during the 1920s and 1930s.
  • E. Brent Montgomery
    Brent Montgomery is a television producer and media executive known for creating and overseeing popular unscripted and documentary-style series.
  • 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: Travis Montgomery
Triple: [Station 19, mainCharacter, Travis Montgomery]
Generated description
Travis Montgomery is a central firefighter character in the television drama "Station 19," known for his compassion, humor, and dedication to his crew.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Travis Montgomery
Target entity description: Travis Montgomery is a central firefighter character in the television drama "Station 19," known for his compassion, humor, and dedication to his crew.
  • A. John Travis
    John Travis is a music producer known for his work on Kid Rock's song "Only God Knows Why."
  • B. John Travis
    John Travis is a writer known for works that often explore themes and settings associated with the American cowboy and Western culture.
  • C. John Travis
    John Travis is a film and television producer known for his work on the long-running reality series "Cowboy."
  • D. Travis Banton
    Travis Banton was a prominent American Hollywood costume designer best known for his glamorous, influential work at Paramount Pictures during the 1920s and 1930s.
  • E. Brent Montgomery
    Brent Montgomery is a television producer and media executive known for creating and overseeing popular unscripted and documentary-style series.
  • 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_69c69960b3588190a53aa590d31d9544 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7038caa64819084f61b42a73c2d8b completed March 27, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be50ac4881909b537f513bed2edd completed March 29, 2026, 5:53 a.m.
NEDg Description generation batch_69c8bf9e93bc8190a4764967c06de4af completed March 29, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8c01bf3f08190a0071eff2c412e6e completed March 29, 2026, 6:01 a.m.
Created at: March 27, 2026, 4:08 p.m.