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.