Triple

T20740702
Position Surface form Disambiguated ID Type / Status
Subject The Cold Light of Day E510430 entity
Predicate producer P490 FINISHED
Object Marc D. Evans
Marc D. Evans is a film producer known for his work on action and thriller movies, including the 2012 film "The Cold Light of Day."
 E1447807 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: Marc D. Evans | Statement: [The Cold Light of Day, producer, Marc D. Evans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marc D. Evans
Context triple: [The Cold Light of Day, producer, Marc D. Evans]
  • A. David M. Evans
    David M. Evans is a screenwriter best known for his work on animated family films, including contributions to Disney projects such as "Mickey, Donald, Goofy: The Three Musketeers."
  • B. David A. Evans
    David A. Evans was a highly influential American organic chemist renowned for his pioneering work in asymmetric synthesis and the development of the Evans aldol reaction.
  • C. David C. Evans
    David C. Evans was a pioneering American computer scientist and influential academic mentor known for his foundational contributions to computer graphics and systems research, including co-founding Evans & Sutherland.
  • D. David C. Evans
    David C. Evans is a Canadian paleontologist known for his research on Late Cretaceous dinosaurs and contributions to the understanding of dinosaur diversity and evolution.
  • E. Stephen Evans
    Stephen Evans is a British secularist campaigner who serves as chair of the National Secular Society, advocating for the separation of religion and state.
  • 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: Marc D. Evans
Triple: [The Cold Light of Day, producer, Marc D. Evans]
Generated description
Marc D. Evans is a film producer known for his work on action and thriller movies, including the 2012 film "The Cold Light of Day."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marc D. Evans
Target entity description: Marc D. Evans is a film producer known for his work on action and thriller movies, including the 2012 film "The Cold Light of Day."
  • A. David M. Evans
    David M. Evans is a screenwriter best known for his work on animated family films, including contributions to Disney projects such as "Mickey, Donald, Goofy: The Three Musketeers."
  • B. David A. Evans
    David A. Evans was a highly influential American organic chemist renowned for his pioneering work in asymmetric synthesis and the development of the Evans aldol reaction.
  • C. David C. Evans
    David C. Evans was a pioneering American computer scientist and influential academic mentor known for his foundational contributions to computer graphics and systems research, including co-founding Evans & Sutherland.
  • D. David C. Evans
    David C. Evans is a Canadian paleontologist known for his research on Late Cretaceous dinosaurs and contributions to the understanding of dinosaur diversity and evolution.
  • E. Stephen Evans
    Stephen Evans is a British secularist campaigner who serves as chair of the National Secular Society, advocating for the separation of religion and state.
  • 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.