Triple

T12170751
Position Surface form Disambiguated ID Type / Status
Subject Places in the Heart E289956 entity
Predicate producer P490 FINISHED
Object David Madden
David Madden is an American film and television producer and executive known for his work on acclaimed projects including the drama film "Places in the Heart."
E1038159 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: David Madden | Statement: [Places in the Heart, producer, David Madden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Madden
Context triple: [Places in the Heart, producer, David Madden]
  • A. Dave Madden
    Dave Madden was a Canadian-born American actor and comedian best known for playing the band manager Reuben Kincaid on the 1970s television sitcom "The Partridge Family."
  • B. Michael Madden
    Michael Madden is one of the sons of legendary American football coach and broadcaster John Madden.
  • C. David McDermott
    David McDermott is a relatively obscure individual whose primary distinguishing feature is sharing the McDermott surname rather than widespread public recognition in a specific field.
  • D. Christopher Murney
    Christopher Murney is an American character actor and voice actor known for his work in film, television, and animation, including a prominent role on the series "Remember WENN."
  • E. Joseph Madden
    Joseph Madden is known as one of the sons of legendary American football coach and broadcaster John Madden.
  • 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: David Madden
Triple: [Places in the Heart, producer, David Madden]
Generated description
David Madden is an American film and television producer and executive known for his work on acclaimed projects including the drama film "Places in the Heart."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Madden
Target entity description: David Madden is an American film and television producer and executive known for his work on acclaimed projects including the drama film "Places in the Heart."
  • A. Dave Madden
    Dave Madden was a Canadian-born American actor and comedian best known for playing the band manager Reuben Kincaid on the 1970s television sitcom "The Partridge Family."
  • B. Michael Madden
    Michael Madden is one of the sons of legendary American football coach and broadcaster John Madden.
  • C. David McDermott
    David McDermott is a relatively obscure individual whose primary distinguishing feature is sharing the McDermott surname rather than widespread public recognition in a specific field.
  • D. Christopher Murney
    Christopher Murney is an American character actor and voice actor known for his work in film, television, and animation, including a prominent role on the series "Remember WENN."
  • E. Joseph Madden
    Joseph Madden is known as one of the sons of legendary American football coach and broadcaster John Madden.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d9659481909c75b12aa836bbf3 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7304d8ad08190bf444835cfca6205 completed May 3, 2026, 11:23 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 8, 2026, 9:50 p.m.