Triple

T4559284
Position Surface form Disambiguated ID Type / Status
Subject Sports Night E120553 entity
Predicate executiveProducer P7225 FINISHED
Object Thomas Schlamme
Thomas Schlamme is an American television director and producer best known for his signature "walk and talk" visual style and his collaborations with writer Aaron Sorkin on series such as The West Wing and Sports Night.
E452219 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: Thomas Schlamme | Statement: [Sports Night, executiveProducer, Thomas Schlamme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Schlamme
Context triple: [Sports Night, executiveProducer, Thomas Schlamme]
  • A. Edward Lachman
    Edward Lachman is an acclaimed American cinematographer known for his distinctive visual style and collaborations on films such as "Far from Heaven," "Carol," and "The Virgin Suicides."
  • B. Mark Mylod
    Mark Mylod is a British film and television director and producer known for his work on acclaimed series like "Succession" and "Game of Thrones," as well as the dark comedy film "The Menu."
  • C. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • D. John Toll
    John Toll is an acclaimed American cinematographer known for his visually striking work on numerous major films, including "The Adjustment Bureau."
  • E. Martin Brest
    Martin Brest is an American film director, screenwriter, and producer best known for popular hits like "Beverly Hills Cop," "Midnight Run," and "Scent of a Woman."
  • 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: Thomas Schlamme
Triple: [Sports Night, executiveProducer, Thomas Schlamme]
Generated description
Thomas Schlamme is an American television director and producer best known for his signature "walk and talk" visual style and his collaborations with writer Aaron Sorkin on series such as The West Wing and Sports Night.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Schlamme
Target entity description: Thomas Schlamme is an American television director and producer best known for his signature "walk and talk" visual style and his collaborations with writer Aaron Sorkin on series such as The West Wing and Sports Night.
  • A. Edward Lachman
    Edward Lachman is an acclaimed American cinematographer known for his distinctive visual style and collaborations on films such as "Far from Heaven," "Carol," and "The Virgin Suicides."
  • B. Mark Mylod
    Mark Mylod is a British film and television director and producer known for his work on acclaimed series like "Succession" and "Game of Thrones," as well as the dark comedy film "The Menu."
  • C. Roger Spottiswoode
    Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
  • D. John Toll
    John Toll is an acclaimed American cinematographer known for his visually striking work on numerous major films, including "The Adjustment Bureau."
  • E. Martin Brest
    Martin Brest is an American film director, screenwriter, and producer best known for popular hits like "Beverly Hills Cop," "Midnight Run," and "Scent of a Woman."
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd5829cc34819086ad2ae58446502e completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc593eaf881908a9043366230b391 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc5f0b52c8190bbfa2a6a22d56725 completed March 20, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69bdc63b1e0881908f861f7c9c5ce3ac completed March 20, 2026, 10:12 p.m.
Created at: March 20, 2026, 1:09 p.m.