Triple

T12449196
Position Surface form Disambiguated ID Type / Status
Subject The Holdovers E297484 entity
Predicate screenwriter P2831 FINISHED
Object David Hemingson
David Hemingson is an American television writer and producer best known for creating the series "Kitchen Confidential" and writing the screenplay for the film "The Holdovers."
E984043 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: David Hemingson | Statement: [The Holdovers, screenwriter, David Hemingson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hemingson
Context triple: [The Holdovers, screenwriter, David Hemingson]
  • A. Bo Harwood
    Bo Harwood is an American composer and sound designer best known for his long-running collaboration with filmmaker John Cassavetes on several influential independent films.
  • B. Jonathan Sissons
    Jonathan Sissons is the son of the late British television newsreader and journalist Peter Sissons.
  • C. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • D. Jonathan Lyndale Kirk
    Jonathan Lyndale Kirk is an American rapper and songwriter better known by his stage name DaBaby, recognized for his energetic delivery and chart-topping hits in the late 2010s.
  • E. Jason Hervey
    Jason Hervey is an American actor and producer best known for playing Wayne Arnold, the older brother on the classic coming-of-age TV series "The Wonder Years."
  • 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: David Hemingson
Triple: [The Holdovers, screenwriter, David Hemingson]
Generated description
David Hemingson is an American television writer and producer best known for creating the series "Kitchen Confidential" and writing the screenplay for the film "The Holdovers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hemingson
Target entity description: David Hemingson is an American television writer and producer best known for creating the series "Kitchen Confidential" and writing the screenplay for the film "The Holdovers."
  • A. Bo Harwood
    Bo Harwood is an American composer and sound designer best known for his long-running collaboration with filmmaker John Cassavetes on several influential independent films.
  • B. Jonathan Sissons
    Jonathan Sissons is the son of the late British television newsreader and journalist Peter Sissons.
  • C. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • D. Jonathan Lyndale Kirk
    Jonathan Lyndale Kirk is an American rapper and songwriter better known by his stage name DaBaby, recognized for his energetic delivery and chart-topping hits in the late 2010s.
  • E. Jason Hervey
    Jason Hervey is an American actor and producer best known for playing Wayne Arnold, the older brother on the classic coming-of-age TV series "The Wonder Years."
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d9e592c81908cf7f3ca170d942c completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1501448190b0a95d7cd249ca9d completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640ef7dd08190bf78d04cffac1a44 completed May 2, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:56 p.m.