Triple

T22093251
Position Surface form Disambiguated ID Type / Status
Subject The Commuter E545960 entity
Predicate writer P1360 FINISHED
Object Byron Willinger
Byron Willinger is a screenwriter best known for co-writing the action-thriller film "The Commuter" starring Liam Neeson.
E1518333 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: Byron Willinger | Statement: [The Commuter, writer, Byron Willinger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byron Willinger
Context triple: [The Commuter, writer, Byron Willinger]
  • A. Michael J. Wilson
    Michael J. Wilson is an American screenwriter best known for his work on animated feature films, including co-creating the Ice Age franchise and contributing to major studio projects.
  • B. Dave Bickler
    Dave Bickler is an American rock singer best known as the original lead vocalist of the band Survivor and for singing their hit song "Eye of the Tiger."
  • C. John Harrold
    John Harrold is a British illustrator best known for his long-running work on the Rupert Bear comic strips and annuals.
  • D. Philip W. Goetz
    Philip W. Goetz is an American editor best known for serving as the chief editor of the 15th edition of the Encyclopaedia Britannica.
  • E. John D'Andrea
    John D'Andrea is a composer and music producer known for scoring films and television, including work on the horror sequel "Child's Play 3."
  • 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: Byron Willinger
Triple: [The Commuter, writer, Byron Willinger]
Generated description
Byron Willinger is a screenwriter best known for co-writing the action-thriller film "The Commuter" starring Liam Neeson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byron Willinger
Target entity description: Byron Willinger is a screenwriter best known for co-writing the action-thriller film "The Commuter" starring Liam Neeson.
  • A. Michael J. Wilson
    Michael J. Wilson is an American screenwriter best known for his work on animated feature films, including co-creating the Ice Age franchise and contributing to major studio projects.
  • B. Dave Bickler
    Dave Bickler is an American rock singer best known as the original lead vocalist of the band Survivor and for singing their hit song "Eye of the Tiger."
  • C. John Harrold
    John Harrold is a British illustrator best known for his long-running work on the Rupert Bear comic strips and annuals.
  • D. Philip W. Goetz
    Philip W. Goetz is an American editor best known for serving as the chief editor of the 15th edition of the Encyclopaedia Britannica.
  • E. John D'Andrea
    John D'Andrea is a composer and music producer known for scoring films and television, including work on the horror sequel "Child's Play 3."
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e6b1d881909bf0f4a52199354c completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a879da78c819095c653a6e9dbc9e8 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a88e654ac8190a0e77e946bd9722b completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8966298c8190a0d0e7d2b6eacdb4 completed May 18, 2026, 3:37 a.m.
Created at: April 16, 2026, 8:29 p.m.