Triple

T21441446
Position Surface form Disambiguated ID Type / Status
Subject In the Heat of the Night E528947 entity
Predicate producer P490 FINISHED
Object Mike Chapman
Mike Chapman is a renowned Australian-born record producer and songwriter best known for his influential work on numerous rock and pop hits from the 1970s and 1980s.
E744579 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: Mike Chapman | Statement: [In the Heat of the Night, producer, Mike Chapman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mike Chapman
Context triple: [In the Heat of the Night, producer, Mike Chapman]
  • A. Mike Chapman
    Mike Chapman is a renowned Australian-born record producer and songwriter known for crafting numerous pop and rock hits in the 1970s and 1980s for artists such as Blondie, Suzi Quatro, and Tina Turner.
  • B. Pete Cochran
    Pete Cochran is a troubled rich-kid-turned-undercover-cop who serves as one of the three young protagonists in the late-1960s crime drama series "The Mod Squad."
  • C. Kevin Chapman
    Kevin Chapman is an American actor known for his tough, blue-collar character roles in film and television, including prominent parts in series like "Person of Interest" and "City on a Hill."
  • D. Keith Van Horne
    Keith Van Horne is a former American football offensive tackle best known for his long career with the Chicago Bears in the NFL.
  • E. Chip Hardesty
    Chip Hardesty is the fictional FBI agent protagonist of the 1959 film "The FBI Story," whose career dramatizes the Bureau’s history and major cases.
  • 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: Mike Chapman
Triple: [In the Heat of the Night, producer, Mike Chapman]
Generated description
Mike Chapman is a renowned Australian-born record producer and songwriter best known for his influential work on numerous rock and pop hits from the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mike Chapman
Target entity description: Mike Chapman is a renowned Australian-born record producer and songwriter best known for his influential work on numerous rock and pop hits from the 1970s and 1980s.
  • A. Mike Chapman chosen
    Mike Chapman is a renowned Australian-born record producer and songwriter known for crafting numerous pop and rock hits in the 1970s and 1980s for artists such as Blondie, Suzi Quatro, and Tina Turner.
  • B. Pete Cochran
    Pete Cochran is a troubled rich-kid-turned-undercover-cop who serves as one of the three young protagonists in the late-1960s crime drama series "The Mod Squad."
  • C. Kevin Chapman
    Kevin Chapman is an American actor known for his tough, blue-collar character roles in film and television, including prominent parts in series like "Person of Interest" and "City on a Hill."
  • D. Keith Van Horne
    Keith Van Horne is a former American football offensive tackle best known for his long career with the Chicago Bears in the NFL.
  • E. Chip Hardesty
    Chip Hardesty is the fictional FBI agent protagonist of the 1959 film "The FBI Story," whose career dramatizes the Bureau’s history and major cases.
  • F. None of above.

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_69e0c4569fa081908101baa24f8745db completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b7022a5081908d9ad5058cecb8e5 completed April 22, 2026, 11:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e8167d6081908b68ca932c184894 completed May 17, 2026, 4:08 p.m.
NEDg Description generation batch_6a09e8d6d1a88190b3f48111ed6a4043 completed May 17, 2026, 4:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09e94d6f2c819097df5c0a2b59e63a completed May 17, 2026, 4:14 p.m.
Created at: April 16, 2026, 6:05 p.m.