Triple

T16228891
Position Surface form Disambiguated ID Type / Status
Subject Stone Cold E393927 entity
Predicate screenwriter P2831 FINISHED
Object Michael L. Grace — NE NERFINISHED

How this triple was built (3 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 L. Grace | Statement: [Stone Cold, screenwriter, Michael L. Grace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael L. Grace
Context triple: [Stone Cold, screenwriter, Michael L. Grace]
  • A. Stephen P. Graham
    Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
  • B. Michael J. Weithorn
    Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
  • C. David E. Talbert
    David E. Talbert is an American playwright, author, and filmmaker known for his romantic comedies and stage-to-screen adaptations.
  • D. Michael V. Martin
    Michael V. Martin is an American academic leader and agricultural economist who has served as president or chancellor at multiple universities, including Florida Gulf Coast University and Louisiana State University.
  • E. Michael L. Gernhardt
    Michael L. Gernhardt is a NASA astronaut, engineer, and former commercial deep-sea diver who has flown on multiple Space Shuttle missions and contributed extensively to spacewalk and life-support system development.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael L. Grace
Target entity description: Michael L. Grace is a screenwriter best known for his work on the action film "Stone Cold."
  • A. Stephen P. Graham
    Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
  • B. Michael J. Weithorn
    Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
  • C. David E. Talbert
    David E. Talbert is an American playwright, author, and filmmaker known for his romantic comedies and stage-to-screen adaptations.
  • D. Michael V. Martin
    Michael V. Martin is an American academic leader and agricultural economist who has served as president or chancellor at multiple universities, including Florida Gulf Coast University and Louisiana State University.
  • E. Michael L. Gernhardt
    Michael L. Gernhardt is a NASA astronaut, engineer, and former commercial deep-sea diver who has flown on multiple Space Shuttle missions and contributed extensively to spacewalk and life-support system development.
  • F. None of above. chosen

Provenance (2 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e23d2889688190ac04e4e9479cabf4 completed April 17, 2026, 2:01 p.m.
Created at: April 10, 2026, 5:03 a.m.