Triple

T9987698
Position Surface form Disambiguated ID Type / Status
Subject Wild at Heart E196810 entity
Predicate authorOfSourceWork P2353 FINISHED
Object Barry Gifford
Barry Gifford is an American author and screenwriter best known for his neo-noir novels and for writing the book that inspired David Lynch’s film "Wild at Heart."
E833069 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: Barry Gifford | Statement: [Wild at Heart, authorOfSourceWork, Barry Gifford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barry Gifford
Context triple: [Wild at Heart, authorOfSourceWork, Barry Gifford]
  • A. Dan Jewett
    Dan Jewett is an American science teacher known for his brief marriage to billionaire philanthropist and novelist MacKenzie Scott.
  • B. Jeffrey Ford
    Jeffrey Ford is a film editor known for his work on major blockbuster movies, including several entries in the Marvel Cinematic Universe.
  • C. Max Allan Collins
    Max Allan Collins is an American mystery and crime writer best known for his graphic novel "Road to Perdition" and his extensive work in detective fiction and tie-in novels.
  • D. Brian Wilde
    Brian Wilde was an English character actor best known for his comedic roles in British television series such as "Last of the Summer Wine" and "Porridge."
  • E. Jon Raymond
    Jon Raymond is an American writer and screenwriter known for his collaborations with filmmaker Kelly Reichardt and for co-writing the HBO miniseries "Mildred Pierce."
  • 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: Barry Gifford
Triple: [Wild at Heart, authorOfSourceWork, Barry Gifford]
Generated description
Barry Gifford is an American author and screenwriter best known for his neo-noir novels and for writing the book that inspired David Lynch’s film "Wild at Heart."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barry Gifford
Target entity description: Barry Gifford is an American author and screenwriter best known for his neo-noir novels and for writing the book that inspired David Lynch’s film "Wild at Heart."
  • A. Dan Jewett
    Dan Jewett is an American science teacher known for his brief marriage to billionaire philanthropist and novelist MacKenzie Scott.
  • B. Jeffrey Ford
    Jeffrey Ford is a film editor known for his work on major blockbuster movies, including several entries in the Marvel Cinematic Universe.
  • C. Max Allan Collins
    Max Allan Collins is an American mystery and crime writer best known for his graphic novel "Road to Perdition" and his extensive work in detective fiction and tie-in novels.
  • D. Brian Wilde
    Brian Wilde was an English character actor best known for his comedic roles in British television series such as "Last of the Summer Wine" and "Porridge."
  • E. Jon Raymond
    Jon Raymond is an American writer and screenwriter known for his collaborations with filmmaker Kelly Reichardt and for co-writing the HBO miniseries "Mildred Pierce."
  • 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_69ca82f1678c819093d06320a05f16a4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdc79c8b80819091dc16ac8fd0c720 completed April 2, 2026, 1:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d25810584c81908382cf6edd700530 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d258b875cc8190ae8b122f35aa5566 completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d2592b1f9c8190a9db928b9527e27b completed April 5, 2026, 12:44 p.m.
Created at: March 30, 2026, 8:50 p.m.