Triple

T2246022
Position Surface form Disambiguated ID Type / Status
Subject 82nd Academy Awards E49505 entity
Predicate producer P490 FINISHED
Object Adam Shankman
Adam Shankman is an American film director, producer, choreographer, and television personality known for movies like "Hairspray" and for his work on popular dance and talent shows.
E248000 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: Adam Shankman | Statement: [82nd Academy Awards, producer, Adam Shankman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam Shankman
Context triple: [82nd Academy Awards, producer, Adam Shankman]
  • A. Danny Cannon
    Danny Cannon is a British film and television director, producer, and writer known for his work on genre projects such as the horror sequel "I Still Know What You Did Last Summer" and for developing and directing episodes of series like "CSI: Crime Scene Investigation" and "Gotham."
  • B. 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.
  • C. 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.
  • D. Mark Sandrich
    Mark Sandrich was an American film director best known for his classic 1930s Hollywood musicals starring Fred Astaire and Ginger Rogers.
  • E. Mark Curtis
    Mark Curtis is a British historian and author known for his critical works on UK foreign policy and Western interventionism.
  • 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: Adam Shankman
Triple: [82nd Academy Awards, producer, Adam Shankman]
Generated description
Adam Shankman is an American film director, producer, choreographer, and television personality known for movies like "Hairspray" and for his work on popular dance and talent shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam Shankman
Target entity description: Adam Shankman is an American film director, producer, choreographer, and television personality known for movies like "Hairspray" and for his work on popular dance and talent shows.
  • A. Danny Cannon
    Danny Cannon is a British film and television director, producer, and writer known for his work on genre projects such as the horror sequel "I Still Know What You Did Last Summer" and for developing and directing episodes of series like "CSI: Crime Scene Investigation" and "Gotham."
  • B. 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.
  • C. 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.
  • D. Mark Sandrich
    Mark Sandrich was an American film director best known for his classic 1930s Hollywood musicals starring Fred Astaire and Ginger Rogers.
  • E. Mark Curtis
    Mark Curtis is a British historian and author known for his critical works on UK foreign policy and Western interventionism.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1284d0819093b041ede90d4c53 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.