Triple

T13796593
Position Surface form Disambiguated ID Type / Status
Subject Die Hard 2 E331532 entity
Predicate screenwriter P2831 FINISHED
Object Doug Richardson
Doug Richardson is an American screenwriter best known for his work on high-profile action films, including the sequel Die Hard 2.
E1064267 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: Doug Richardson | Statement: [Die Hard 2, screenwriter, Doug Richardson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doug Richardson
Context triple: [Die Hard 2, screenwriter, Doug Richardson]
  • A. Jim Richards
    Jim Richards is a celebrated New Zealand-born racing driver renowned for his multiple championship victories and long-standing success in Australian touring car and motorsport events.
  • B. Lee Richardson
    Lee Richardson was an American character actor known for his work in film, television, and theater, often appearing in dramas and thrillers throughout the latter half of the 20th century.
  • C. Lee Richardson
    Lee Richardson was a prominent local figure in Garden City, Kansas, whose contributions to the community led to the city’s main zoo being named in his honor.
  • D. David Richardson
    David Richardson is an editor, likely involved in preparing or overseeing the content of a work or publication referred to as "Special ID."
  • E. Michael Rogers
    Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • 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: Doug Richardson
Triple: [Die Hard 2, screenwriter, Doug Richardson]
Generated description
Doug Richardson is an American screenwriter best known for his work on high-profile action films, including the sequel Die Hard 2.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doug Richardson
Target entity description: Doug Richardson is an American screenwriter best known for his work on high-profile action films, including the sequel Die Hard 2.
  • A. Jim Richards
    Jim Richards is a celebrated New Zealand-born racing driver renowned for his multiple championship victories and long-standing success in Australian touring car and motorsport events.
  • B. Lee Richardson
    Lee Richardson was an American character actor known for his work in film, television, and theater, often appearing in dramas and thrillers throughout the latter half of the 20th century.
  • C. Lee Richardson
    Lee Richardson was a prominent local figure in Garden City, Kansas, whose contributions to the community led to the city’s main zoo being named in his honor.
  • D. David Richardson
    David Richardson is an editor, likely involved in preparing or overseeing the content of a work or publication referred to as "Special ID."
  • E. Michael Rogers
    Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de025be1f08190aac525d72d7dc0c3 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8d893448190b37ecbf8d2ded239 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d773f881908660e8a0645d318d completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7bbf47c888190be32a4105903120a completed May 3, 2026, 9:19 p.m.
Created at: April 9, 2026, 10:11 p.m.