Triple

T2215148
Position Surface form Disambiguated ID Type / Status
Subject The Fighter E48013 entity
Predicate producer P490 FINISHED
Object David Hoberman
David Hoberman is an American film and television producer known for founding Mandeville Films and producing acclaimed movies such as "The Fighter."
 E244202 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 Hoberman | Statement: [The Fighter, producer, David Hoberman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Hoberman
Context triple: [The Fighter, producer, David Hoberman]
  • A. Douglas Kellner
    Douglas Kellner is an American critical theorist and cultural studies scholar known for his analyses of media, technology, and contemporary society.
  • B. Fredric Jameson
    Fredric Jameson is an American literary critic and Marxist theorist best known for his analyses of postmodernism, late capitalism, and cultural theory.
  • C. Susan Buck-Morss
    Susan Buck-Morss is an American philosopher and critical theorist known for her work on Frankfurt School thought, visual culture, and global political modernity.
  • D. David L. Gitlin
    David L. Gitlin is an American business executive best known as the chief executive officer of Carrier Global Corporation.
  • E. David Weisbart
    David Weisbart was an American film editor and producer best known for his work on influential mid-20th-century Hollywood dramas and youth-oriented films.
  • 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 Hoberman
Triple: [The Fighter, producer, David Hoberman]
Generated description
David Hoberman is an American film and television producer known for founding Mandeville Films and producing acclaimed movies such as "The Fighter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Hoberman
Target entity description: David Hoberman is an American film and television producer known for founding Mandeville Films and producing acclaimed movies such as "The Fighter."
  • A. Douglas Kellner
    Douglas Kellner is an American critical theorist and cultural studies scholar known for his analyses of media, technology, and contemporary society.
  • B. Fredric Jameson
    Fredric Jameson is an American literary critic and Marxist theorist best known for his analyses of postmodernism, late capitalism, and cultural theory.
  • C. Susan Buck-Morss
    Susan Buck-Morss is an American philosopher and critical theorist known for her work on Frankfurt School thought, visual culture, and global political modernity.
  • D. David L. Gitlin
    David L. Gitlin is an American business executive best known as the chief executive officer of Carrier Global Corporation.
  • E. David Weisbart
    David Weisbart was an American film editor and producer best known for his work on influential mid-20th-century Hollywood dramas and youth-oriented films.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbff11574819091d1b50d637ae767 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65571b9481908f992cee85ee59eb completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a8cd9881908df2873e6159f293 completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.