Triple

T22093279
Position Surface form Disambiguated ID Type / Status
Subject The Commuter E545960 entity
Predicate mainCharacter P1183 FINISHED
Object Michael MacCauley
Michael MacCauley is the everyman insurance salesman and former cop portrayed by Liam Neeson who becomes entangled in a dangerous conspiracy aboard a commuter train in the thriller film "The Commuter."
E1521973 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 MacCauley | Statement: [The Commuter, mainCharacter, Michael MacCauley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael MacCauley
Context triple: [The Commuter, mainCharacter, Michael MacCauley]
  • A. Bryan MacMahon
    Bryan MacMahon was an Irish writer, playwright, and teacher from Listowel, County Kerry, renowned for his short stories, novels, and contributions to Irish literary life.
  • B. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • C. Brian McAuley
    Brian McAuley is an American telecommunications executive best known as a co-founder and early leader of Nextel Communications.
  • D. William MacAskill
    William MacAskill is a Scottish philosopher and Oxford academic best known as a co-founder and leading theorist of the effective altruism movement.
  • E. Byron McLaughlin
    Byron McLaughlin is a former American Major League Baseball pitcher who played primarily for the Seattle Mariners in the late 1970s and early 1980s.
  • 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 MacCauley
Triple: [The Commuter, mainCharacter, Michael MacCauley]
Generated description
Michael MacCauley is the everyman insurance salesman and former cop portrayed by Liam Neeson who becomes entangled in a dangerous conspiracy aboard a commuter train in the thriller film "The Commuter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael MacCauley
Target entity description: Michael MacCauley is the everyman insurance salesman and former cop portrayed by Liam Neeson who becomes entangled in a dangerous conspiracy aboard a commuter train in the thriller film "The Commuter."
  • A. Bryan MacMahon
    Bryan MacMahon was an Irish writer, playwright, and teacher from Listowel, County Kerry, renowned for his short stories, novels, and contributions to Irish literary life.
  • B. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • C. Brian McAuley
    Brian McAuley is an American telecommunications executive best known as a co-founder and early leader of Nextel Communications.
  • D. William MacAskill
    William MacAskill is a Scottish philosopher and Oxford academic best known as a co-founder and leading theorist of the effective altruism movement.
  • E. Byron McLaughlin
    Byron McLaughlin is a former American Major League Baseball pitcher who played primarily for the Seattle Mariners in the late 1970s and early 1980s.
  • 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_6a0a96eba9048190a4c77a2d082dbbf0 completed May 18, 2026, 4:34 a.m.
NEDg Description generation batch_6a0a97e509a88190a7f316cf340d010a completed May 18, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0a987daa208190bab5b7adec1913e8 completed May 18, 2026, 4:41 a.m.
Created at: April 16, 2026, 8:29 p.m.