Triple

T14068149
Position Surface form Disambiguated ID Type / Status
Subject John Wick: Chapter 4 E338529 entity
Predicate writer P1360 FINISHED
Object Michael Finch
Michael Finch is a screenwriter best known for co-writing the action film "John Wick: Chapter 4."
 E1077364 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: Michael Finch | Statement: [John Wick: Chapter 4, writer, Michael Finch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Finch
Context triple: [John Wick: Chapter 4, writer, Michael Finch]
  • A. Paul Finch
    Paul Finch is a quirky, intellectual, and somewhat pretentious member of the friend group in the American Pie film series, best known for his unexpected romantic entanglement with Stifler’s mom.
  • B. Adam Williams
    Adam Williams is a fictional character played by James Nesbitt, best known as one of the central figures in the British television drama series "Cold Feet."
  • C. Adam Williams
    Adam Williams was an American character actor known for his numerous supporting roles in film and television during the 1950s and 1960s.
  • D. Robert James Waller
    Robert James Waller was an American author and photographer best known for writing the bestselling romantic novel "The Bridges of Madison County."
  • E. John Black
    John Black is a television director best known for his work on the Doctor Who spin-off special "K-9 and Company."
  • 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: Michael Finch
Triple: [John Wick: Chapter 4, writer, Michael Finch]
Generated description
Michael Finch is a screenwriter best known for co-writing the action film "John Wick: Chapter 4."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Finch
Target entity description: Michael Finch is a screenwriter best known for co-writing the action film "John Wick: Chapter 4."
  • A. Paul Finch
    Paul Finch is a quirky, intellectual, and somewhat pretentious member of the friend group in the American Pie film series, best known for his unexpected romantic entanglement with Stifler’s mom.
  • B. Adam Williams
    Adam Williams is a fictional character played by James Nesbitt, best known as one of the central figures in the British television drama series "Cold Feet."
  • C. Adam Williams
    Adam Williams was an American character actor known for his numerous supporting roles in film and television during the 1950s and 1960s.
  • D. Robert James Waller
    Robert James Waller was an American author and photographer best known for writing the bestselling romantic novel "The Bridges of Madison County."
  • E. John Black
    John Black is a television director best known for his work on the Doctor Who spin-off special "K-9 and Company."
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de568b81f08190a571004261c0e8e4 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66aeff8819088239226bbe25fd5 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc17d16008190bfec11ba0c229aae completed May 7, 2026, 4:44 p.m.
NED2 Entity disambiguation (via description) batch_69fcc1fe9bb0819098aa2655330569cb completed May 7, 2026, 4:46 p.m.
Created at: April 9, 2026, 10:21 p.m.