Triple
T9967861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Todd Phillips |
E195729
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Todd Bunzl
Todd Bunzl, better known as Todd Phillips, is an American film director, producer, and screenwriter recognized for hit comedies like The Hangover trilogy and the dark thriller Joker.
|
E848068
|
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: Todd Bunzl | Statement: [Todd Phillips, birthName, Todd Bunzl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todd Bunzl Context triple: [Todd Phillips, birthName, Todd Bunzl]
-
A.
Ken Ralston
Ken Ralston is an acclaimed visual effects supervisor known for his groundbreaking work on major films such as the Star Wars and Back to the Future series.
-
B.
Ray Cusick
Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
-
C.
Glenn Williamson
Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
-
D.
Tony Denison
Tony Denison is an American actor best known for his role as Detective Andy Flynn on the crime dramas "The Closer" and its spin-off "Major Crimes."
-
E.
Jim Barnhill
Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
- 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: Todd Bunzl Triple: [Todd Phillips, birthName, Todd Bunzl]
Generated description
Todd Bunzl, better known as Todd Phillips, is an American film director, producer, and screenwriter recognized for hit comedies like The Hangover trilogy and the dark thriller Joker.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todd Bunzl Target entity description: Todd Bunzl, better known as Todd Phillips, is an American film director, producer, and screenwriter recognized for hit comedies like The Hangover trilogy and the dark thriller Joker.
-
A.
Ken Ralston
Ken Ralston is an acclaimed visual effects supervisor known for his groundbreaking work on major films such as the Star Wars and Back to the Future series.
-
B.
Ray Cusick
Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
-
C.
Glenn Williamson
Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
-
D.
Tony Denison
Tony Denison is an American actor best known for his role as Detective Andy Flynn on the crime dramas "The Closer" and its spin-off "Major Crimes."
-
E.
Jim Barnhill
Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
- 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb71f9d7c8190ac02c53052c1c6ad |
completed | April 2, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a6ee36881909aabd35a77e62918 |
completed | April 6, 2026, 3:37 a.m. |
| NEDg | Description generation | batch_69d32e7aee048190afb914e6f1818ac5 |
completed | April 6, 2026, 3:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d32ee281e88190a04282a0b2ce877b |
completed | April 6, 2026, 3:56 a.m. |
Created at: March 30, 2026, 8:47 p.m.