Triple

T20740704
Position Surface form Disambiguated ID Type / Status
Subject The Cold Light of Day E510430 entity
Predicate screenwriter P2831 FINISHED
Object Scott Wiper
Scott Wiper is an American filmmaker and actor best known for writing and directing action and thriller films such as "The Condemned" and "A Better Way to Die."
 E1449316 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: Scott Wiper | Statement: [The Cold Light of Day, screenwriter, Scott Wiper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scott Wiper
Context triple: [The Cold Light of Day, screenwriter, Scott Wiper]
  • A. John Wirth
    John Wirth is a television writer and producer best known for creating and showrunning the martial arts crime drama series "Wu Assassins."
  • B. Gil Westrum
    Gil Westrum is a central character in the 1962 Western film "Ride the High Country," portrayed as an aging former lawman whose moral ambiguity contrasts with his partner’s steadfast integrity.
  • C. Marc Ewing
    Marc Ewing is an American software engineer and entrepreneur best known as a co-founder of the open-source software company Red Hat.
  • D. Scott Speer
    Scott Speer is an American film director, producer, and author best known for directing music videos and feature films such as "Step Up Revolution."
  • E. Mark Watters
    Mark Watters is an American composer and conductor best known for his work on animated films and television, including multiple Disney projects.
  • 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: Scott Wiper
Triple: [The Cold Light of Day, screenwriter, Scott Wiper]
Generated description
Scott Wiper is an American filmmaker and actor best known for writing and directing action and thriller films such as "The Condemned" and "A Better Way to Die."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scott Wiper
Target entity description: Scott Wiper is an American filmmaker and actor best known for writing and directing action and thriller films such as "The Condemned" and "A Better Way to Die."
  • A. John Wirth
    John Wirth is a television writer and producer best known for creating and showrunning the martial arts crime drama series "Wu Assassins."
  • B. Gil Westrum
    Gil Westrum is a central character in the 1962 Western film "Ride the High Country," portrayed as an aging former lawman whose moral ambiguity contrasts with his partner’s steadfast integrity.
  • C. Marc Ewing
    Marc Ewing is an American software engineer and entrepreneur best known as a co-founder of the open-source software company Red Hat.
  • D. Scott Speer
    Scott Speer is an American film director, producer, and author best known for directing music videos and feature films such as "Step Up Revolution."
  • E. Mark Watters
    Mark Watters is an American composer and conductor best known for his work on animated films and television, including multiple Disney projects.
  • 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_6a08ef7deae081908657d2ef8a2445da completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08f127ec5c819093407df681fab39e completed May 16, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_6a08f1ba42288190806c924a14043b30 completed May 16, 2026, 10:37 p.m.
Created at: April 16, 2026, 12:32 p.m.