Triple

T977038
Position Surface form Disambiguated ID Type / Status
Subject Starstruck (1982 film) E21076 entity
Predicate producer P490 FINISHED
Object David Elfick
David Elfick is an Australian film producer, director, and writer known for his work on influential films such as "Newsfront" and various surf culture documentaries.
 E213559 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 Elfick | Statement: [Starstruck (1982 film), producer, David Elfick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Elfick
Context triple: [Starstruck (1982 film), producer, David Elfick]
  • A. Marc Eversley
    Marc Eversley is a Canadian basketball executive known for serving as the general manager of the NBA’s Chicago Bulls.
  • B. Keith Foulke
    Keith Foulke is a former Major League Baseball relief pitcher best known as the Boston Red Sox closer who played a pivotal role in their 2004 World Series championship run.
  • C. David Blunt
    David Blunt is a British football executive best known for serving as chairman of Doncaster Rovers Football Club.
  • D. Frank Greystock
    Frank Greystock is a central figure in Anthony Trollope’s Palliser novel "The Eustace Diamonds," portrayed as an ambitious yet morally conflicted politician entangled in complex romantic and social obligations.
  • E. Michael Foale
    Michael Foale is a British-American astrophysicist and former NASA astronaut renowned for his long-duration missions on the Space Shuttle and Mir, and for being one of the most experienced spacefarers in history.
  • 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 Elfick
Triple: [Starstruck (1982 film), producer, David Elfick]
Generated description
David Elfick is an Australian film producer, director, and writer known for his work on influential films such as "Newsfront" and various surf culture documentaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Elfick
Target entity description: David Elfick is an Australian film producer, director, and writer known for his work on influential films such as "Newsfront" and various surf culture documentaries.
  • A. Marc Eversley
    Marc Eversley is a Canadian basketball executive known for serving as the general manager of the NBA’s Chicago Bulls.
  • B. Keith Foulke
    Keith Foulke is a former Major League Baseball relief pitcher best known as the Boston Red Sox closer who played a pivotal role in their 2004 World Series championship run.
  • C. David Blunt
    David Blunt is a British football executive best known for serving as chairman of Doncaster Rovers Football Club.
  • D. Frank Greystock
    Frank Greystock is a central figure in Anthony Trollope’s Palliser novel "The Eustace Diamonds," portrayed as an ambitious yet morally conflicted politician entangled in complex romantic and social obligations.
  • E. Michael Foale
    Michael Foale is a British-American astrophysicist and former NASA astronaut renowned for his long-duration missions on the Space Shuttle and Mir, and for being one of the most experienced spacefarers in history.
  • 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_69a493c2b62c8190b616351789ec47f8 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b46344048190b7a13b8f3ad9f455 completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69adeab03e388190b7b5c7c5802bf3c1 completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeb8a0a64819087e4505089e93093 completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec6fcaac8190b43d0cd1aa613c95 completed March 8, 2026, 9:38 p.m.
Created at: March 1, 2026, 7:40 p.m.