Triple

T12591981
Position Surface form Disambiguated ID Type / Status
Subject The Lords of Flatbush E300628 entity
Predicate director P255 FINISHED
Object Martin Davidson
Martin Davidson is an American film and television director and screenwriter best known for his work on character-driven dramas and coming-of-age stories in the 1970s and 1980s.
 E1000380 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: Martin Davidson | Statement: [The Lords of Flatbush, director, Martin Davidson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Davidson
Context triple: [The Lords of Flatbush, director, Martin Davidson]
  • A. Andrew Davidson
    Andrew Davidson is a British illustrator and artist known for his detailed wood-engraving style used in book covers and classic literary editions.
  • B. Paul Davidson
    Paul Davidson is an American economist and leading figure in Post-Keynesian economics, known for his influential work on uncertainty, financial markets, and macroeconomic policy.
  • C. Paul Davidson
    Paul Davidson is a Jamaican reggae singer best known for his 1970s cover of the Allman Brothers Band song "Midnight Rider."
  • D. Martin Drewes
    Martin Drewes was a highly successful German Luftwaffe night fighter ace of World War II, credited with numerous aerial victories during nocturnal operations.
  • E. William Lee Davidson
    William Lee Davidson was an American Revolutionary War officer from North Carolina who was killed in battle in 1781 and later honored as the namesake of Davidson County.
  • 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: Martin Davidson
Triple: [The Lords of Flatbush, director, Martin Davidson]
Generated description
Martin Davidson is an American film and television director and screenwriter best known for his work on character-driven dramas and coming-of-age stories in the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Davidson
Target entity description: Martin Davidson is an American film and television director and screenwriter best known for his work on character-driven dramas and coming-of-age stories in the 1970s and 1980s.
  • A. Andrew Davidson
    Andrew Davidson is a British illustrator and artist known for his detailed wood-engraving style used in book covers and classic literary editions.
  • B. Paul Davidson
    Paul Davidson is a Jamaican reggae singer best known for his 1970s cover of the Allman Brothers Band song "Midnight Rider."
  • C. Paul Davidson
    Paul Davidson is an American economist and leading figure in Post-Keynesian economics, known for his influential work on uncertainty, financial markets, and macroeconomic policy.
  • D. Martin Drewes
    Martin Drewes was a highly successful German Luftwaffe night fighter ace of World War II, credited with numerous aerial victories during nocturnal operations.
  • E. William Lee Davidson
    William Lee Davidson was an American Revolutionary War officer from North Carolina who was killed in battle in 1781 and later honored as the namesake of Davidson County.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954cc6d3c81908fbb22601c46f3f7 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c6ddfdc81908df8baa701ed1fbf completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67de172088190b055ace0fdcfd1fd completed May 2, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69f67ececce8819080335e67bd747057 completed May 2, 2026, 10:46 p.m.
Created at: April 9, 2026, 5:07 p.m.