Triple

T15400971
Position Surface form Disambiguated ID Type / Status
Subject Hearts Afire E368312 entity
Predicate leadCharacter P1668 FINISHED
Object John Hartman
John Hartman is the central fictional protagonist of the early-1990s American sitcom "Hearts Afire," around whose personal and professional life the series revolves.
 E1177359 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 Hartman | Statement: [Hearts Afire, leadCharacter, John Hartman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hartman
Context triple: [Hearts Afire, leadCharacter, John Hartman]
  • A. John Hartman
    John Hartman was an American drummer best known as a founding member and key rhythmic force of the rock band The Doobie Brothers.
  • B. Tom Hartman
    Tom Hartman is a notable resident associated with the community of Fernwood, Ohio, recognized for his local prominence or contributions there.
  • C. Tom Hartman
    Tom Hartman is a central character in the satirical 1970s American soap opera parody "Mary Hartman, Mary Hartman," serving as Mary Hartman’s husband.
  • D. Michael Steven Hartman
    Michael Steven Hartman is the birth name of Mickey Hart, the renowned American percussionist and longtime drummer of the Grateful Dead.
  • E. Charles Hart
    Charles Hart is a British lyricist best known for writing the lyrics to Andrew Lloyd Webber’s hit musical "The Phantom of the Opera."
  • 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 Hartman
Triple: [Hearts Afire, leadCharacter, John Hartman]
Generated description
John Hartman is the central fictional protagonist of the early-1990s American sitcom "Hearts Afire," around whose personal and professional life the series revolves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hartman
Target entity description: John Hartman is the central fictional protagonist of the early-1990s American sitcom "Hearts Afire," around whose personal and professional life the series revolves.
  • A. John Hartman
    John Hartman was an American drummer best known as a founding member and key rhythmic force of the rock band The Doobie Brothers.
  • B. Tom Hartman
    Tom Hartman is a central character in the satirical 1970s American soap opera parody "Mary Hartman, Mary Hartman," serving as Mary Hartman’s husband.
  • C. Tom Hartman
    Tom Hartman is a notable resident associated with the community of Fernwood, Ohio, recognized for his local prominence or contributions there.
  • D. Michael Steven Hartman
    Michael Steven Hartman is the birth name of Mickey Hart, the renowned American percussionist and longtime drummer of the Grateful Dead.
  • E. Charles Hart
    Charles Hart is a British lyricist best known for writing the lyrics to Andrew Lloyd Webber’s hit musical "The Phantom of the Opera."
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8d89e08190b7cae778d89fb5e1 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9085d388819092be2fd8a0268e23 completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff914abd3c819094ac8a2f36458ae9 completed May 9, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69ff95deed84819095137d75b11fc058 completed May 9, 2026, 8:15 p.m.
Created at: April 10, 2026, 3:19 a.m.