Triple

T20740705
Position Surface form Disambiguated ID Type / Status
Subject The Cold Light of Day E510430 entity
Predicate screenwriter P2831 FINISHED
Object John Petro
John Petro is a screenwriter best known for co-writing the 2012 action thriller film "The Cold Light of Day."
 E1447808 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: John Petro | Statement: [The Cold Light of Day, screenwriter, John Petro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Petro
Context triple: [The Cold Light of Day, screenwriter, John Petro]
  • A. John R. Petrocik
    John R. Petrocik is an American political scientist known for his influential work on voting behavior, party coalitions, and electoral realignment in the United States.
  • B. John Pecham
    John Pecham was a 13th-century Franciscan theologian and Archbishop of Canterbury renowned for his influential contributions to medieval scholastic optics.
  • C. John Masius
    John Masius is an American television writer and producer best known for creating and writing several popular drama series, including the spiritual drama "Touched by an Angel."
  • D. John Kostmayer
    John Kostmayer is an American screenwriter best known for writing the dark comedy film "I Love You to Death."
  • E. Philip Hulitar
    Philip Hulitar was an American fashion designer and philanthropist known for his elegant couture work and for supporting the arts, including through the sculpture garden that bears his name.
  • 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: John Petro
Triple: [The Cold Light of Day, screenwriter, John Petro]
Generated description
John Petro is a screenwriter best known for co-writing the 2012 action thriller film "The Cold Light of Day."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Petro
Target entity description: John Petro is a screenwriter best known for co-writing the 2012 action thriller film "The Cold Light of Day."
  • A. John R. Petrocik
    John R. Petrocik is an American political scientist known for his influential work on voting behavior, party coalitions, and electoral realignment in the United States.
  • B. John Pecham
    John Pecham was a 13th-century Franciscan theologian and Archbishop of Canterbury renowned for his influential contributions to medieval scholastic optics.
  • C. John Masius
    John Masius is an American television writer and producer best known for creating and writing several popular drama series, including the spiritual drama "Touched by an Angel."
  • D. John Kostmayer
    John Kostmayer is an American screenwriter best known for writing the dark comedy film "I Love You to Death."
  • E. Philip Hulitar
    Philip Hulitar was an American fashion designer and philanthropist known for his elegant couture work and for supporting the arts, including through the sculpture garden that bears his name.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20e76ac8190985203b2c17aca14 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e83bee00819087ca4a2f57d97590 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8aaf8c48190a39ff61647931670 completed May 16, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08e91102e081909b22c8d69c6c994c completed May 16, 2026, 10 p.m.
Created at: April 16, 2026, 12:32 p.m.