Triple

T4357199
Position Surface form Disambiguated ID Type / Status
Subject Only God Knows Why E98178 entity
Predicate producer P490 FINISHED
Object John Travis
John Travis is a music producer known for his work on Kid Rock's song "Only God Knows Why."
 E439424 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: John Travis | Statement: [Only God Knows Why, producer, John Travis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Travis
Context triple: [Only God Knows Why, producer, John Travis]
  • 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 film and television producer known for his work on the long-running reality series "Cowboy."
  • C. Travis Younger
    Travis Younger is the young son in Lorraine Hansberry’s play "A Raisin in the Sun," symbolizing hope and the future aspirations of the Younger family.
  • D. Neil Travis
    Neil Travis is an American film editor best known for his Academy Award–winning work on "Dances with Wolves" and contributions to numerous major Hollywood films.
  • E. 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.
  • 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: John Travis
Triple: [Only God Knows Why, producer, John Travis]
Generated description
John Travis is a music producer known for his work on Kid Rock's song "Only God Knows Why."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Travis
Target entity description: John Travis is a music producer known for his work on Kid Rock's song "Only God Knows Why."
  • 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 film and television producer known for his work on the long-running reality series "Cowboy."
  • C. Travis Younger
    Travis Younger is the young son in Lorraine Hansberry’s play "A Raisin in the Sun," symbolizing hope and the future aspirations of the Younger family.
  • D. Neil Travis
    Neil Travis is an American film editor best known for his Academy Award–winning work on "Dances with Wolves" and contributions to numerous major Hollywood films.
  • E. 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.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c68a588190ba14a298afacb1dc completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b613504f3481908e9093700c25dd5f completed March 15, 2026, 2:02 a.m.
NEDg Description generation batch_69b614d063b48190abbb0b8b6d420c8f completed March 15, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69b6155a57c08190bbf2e88f95cede16 completed March 15, 2026, 2:11 a.m.
Created at: March 12, 2026, 11:16 p.m.