Triple

T21956496
Position Surface form Disambiguated ID Type / Status
Subject Rogue (2007 film) E542200 entity
Predicate producer P490 FINISHED
Object David Lightfoot
David Lightfoot was an Australian film producer known for his work on genre films, including the thriller "Rogue" (2007).
E1511164 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 Lightfoot | Statement: [Rogue (2007 film), producer, David Lightfoot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Lightfoot
Context triple: [Rogue (2007 film), producer, David Lightfoot]
  • A. Steve Lightfoot
    Steve Lightfoot is a British television writer and producer known for his work on series such as Behind Her Eyes, Hannibal, and Marvel’s The Punisher.
  • B. Andrew Rothney
    Andrew Rothney is a Scottish actor known for his work in film, television, and theatre, including a role in the historical drama miniseries "Catherine the Great."
  • C. David Ludden
    David Ludden is an American historian and academic known for his scholarship on South Asian history and development.
  • D. Alan Bartram
    Alan Bartram is an American bluegrass bassist and vocalist best known for his long-time role in the Grammy-winning Del McCoury Band.
  • E. Neil Hartley
    Neil Hartley is a film and television producer known for his work on the adaptation of "The Go-Between."
  • 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 Lightfoot
Triple: [Rogue (2007 film), producer, David Lightfoot]
Generated description
David Lightfoot was an Australian film producer known for his work on genre films, including the thriller "Rogue" (2007).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Lightfoot
Target entity description: David Lightfoot was an Australian film producer known for his work on genre films, including the thriller "Rogue" (2007).
  • A. Steve Lightfoot
    Steve Lightfoot is a British television writer and producer known for his work on series such as Behind Her Eyes, Hannibal, and Marvel’s The Punisher.
  • B. Andrew Rothney
    Andrew Rothney is a Scottish actor known for his work in film, television, and theatre, including a role in the historical drama miniseries "Catherine the Great."
  • C. David Ludden
    David Ludden is an American historian and academic known for his scholarship on South Asian history and development.
  • D. Alan Bartram
    Alan Bartram is an American bluegrass bassist and vocalist best known for his long-time role in the Grammy-winning Del McCoury Band.
  • E. Neil Hartley
    Neil Hartley is a film and television producer known for his work on the adaptation of "The Go-Between."
  • 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_69e0c47ef0e48190a50e1bcc43f4b3fd completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f124404f38819080bae736a52a51cd completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a67082ee08190a791c5307d25a1a2 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67910f0081908d3d4771be0fb167 completed May 18, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68038d148190a9b2811f23fa802e completed May 18, 2026, 1:14 a.m.
Created at: April 16, 2026, 7:59 p.m.