Triple

T4687730
Position Surface form Disambiguated ID Type / Status
Subject The Great E103960 entity
Predicate executiveProducer P7225 FINISHED
Object Matt Shakman
Matt Shakman is an American director and producer known for his work on television series such as WandaVision, It's Always Sunny in Philadelphia, and The Great.
 E459856 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: Matt Shakman | Statement: [The Great, executiveProducer, Matt Shakman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Shakman
Context triple: [The Great, executiveProducer, Matt Shakman]
  • A. Charles Lachman
    Charles Lachman was a businessman and entrepreneur best known as a co-founder of the American cosmetics company Revlon.
  • B. 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."
  • C. Joshua Logan
    Joshua Logan was an American stage and film director, producer, and writer known for his work on classic Broadway productions and Hollywood adaptations such as "South Pacific" and "Picnic."
  • D. Joseph Kahn
    Joseph Kahn is a prominent American music video and film director known for his visually dynamic, high-concept work with major pop and hip-hop artists.
  • E. Joseph Kahn
    Joseph Kahn is an American journalist who serves as the executive editor of The New York Times and is known for his leadership in global and investigative reporting.
  • 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: Matt Shakman
Triple: [The Great, executiveProducer, Matt Shakman]
Generated description
Matt Shakman is an American director and producer known for his work on television series such as WandaVision, It's Always Sunny in Philadelphia, and The Great.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Shakman
Target entity description: Matt Shakman is an American director and producer known for his work on television series such as WandaVision, It's Always Sunny in Philadelphia, and The Great.
  • A. Charles Lachman
    Charles Lachman was a businessman and entrepreneur best known as a co-founder of the American cosmetics company Revlon.
  • B. 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."
  • C. Joshua Logan
    Joshua Logan was an American stage and film director, producer, and writer known for his work on classic Broadway productions and Hollywood adaptations such as "South Pacific" and "Picnic."
  • D. Joseph Kahn
    Joseph Kahn is a prominent American music video and film director known for his visually dynamic, high-concept work with major pop and hip-hop artists.
  • E. Joseph Kahn
    Joseph Kahn is an American journalist who serves as the executive editor of The New York Times and is known for his leadership in global and investigative reporting.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6397f6888190a9024a51d4d34f2b completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b75e3481908aa27eeaeec490ca completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:16 p.m.