Triple

T5444587
Position Surface form Disambiguated ID Type / Status
Subject David Heyman E122216 entity
Predicate familyName P18 FINISHED
Object Heyman
Heyman is a surname most prominently associated with British film producer David Heyman, known for producing the Harry Potter film series.
 E520316 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: Heyman | Statement: [David Heyman, familyName, Heyman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heyman
Context triple: [David Heyman, familyName, Heyman]
  • A. Hyman
    Hyman is the birth surname of Joey Ramone, the iconic lead vocalist of the pioneering punk rock band the Ramones.
  • B. Wyman
    Wyman is a character appearing in Willard Van Orman Quine’s philosophical essay “On What There Is,” used to illustrate issues in ontology and the problem of non-existent objects.
  • C. Dayman
    Dayman is a fictional heroic persona from "It's Always Sunny in Philadelphia," featured in the show's satirical musical storyline.
  • D. Furthman
    Furthman is a surname most notably associated with American screenwriter Jules Furthman, known for his work on classic Hollywood films.
  • E. Goldsman
    Goldsman is the surname of Akiva Goldsman, an American screenwriter, director, and producer known for films such as "A Beautiful Mind."
  • 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: Heyman
Triple: [David Heyman, familyName, Heyman]
Generated description
Heyman is a surname most prominently associated with British film producer David Heyman, known for producing the Harry Potter film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heyman
Target entity description: Heyman is a surname most prominently associated with British film producer David Heyman, known for producing the Harry Potter film series.
  • A. Hyman
    Hyman is the birth surname of Joey Ramone, the iconic lead vocalist of the pioneering punk rock band the Ramones.
  • B. Wyman
    Wyman is a character appearing in Willard Van Orman Quine’s philosophical essay “On What There Is,” used to illustrate issues in ontology and the problem of non-existent objects.
  • C. Dayman
    Dayman is a fictional heroic persona from "It's Always Sunny in Philadelphia," featured in the show's satirical musical storyline.
  • D. Furthman
    Furthman is a surname most notably associated with American screenwriter Jules Furthman, known for his work on classic Hollywood films.
  • E. Goldsman
    Goldsman is the surname of Akiva Goldsman, an American screenwriter, director, and producer known for films such as "A Beautiful Mind."
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ce3e4081908e11a731416c0378 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4132bcf08190af2ca506a40fb26e completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4207393c819089b4fc6691a2d076 completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf427e2bd08190b7664922d26e16d2 completed March 22, 2026, 1:14 a.m.
Created at: March 20, 2026, 2:07 p.m.