Triple
T1636886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Back to the Future |
E35377
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Neil Canton
Neil Canton is an American film producer best known for his work on the Back to the Future trilogy and other major Hollywood films.
|
E217762
|
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: Neil Canton | Statement: [Back to the Future, producer, Neil Canton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neil Canton Context triple: [Back to the Future, producer, Neil Canton]
-
A.
Aaron Ogden
Aaron Ogden was an early 19th-century American politician and steamboat operator whose state-granted monopoly became the focus of the landmark U.S. Supreme Court case Gibbons v. Ogden, which helped define federal power over interstate commerce.
-
B.
Kevin Nagle
Kevin Nagle is an American businessman and sports investor best known for leading the ownership of Sacramento Republic FC and advocating for Major League Soccer expansion in Sacramento.
-
C.
James Cannon
James Cannon is an American television host, comedian, actor, and rapper best known for hosting shows like "Wild 'N Out" and "The Masked Singer."
-
D.
Chris Brancato
Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
-
E.
Gary Langan
Gary Langan is a British recording engineer and record producer known for his work with The Buggles, Art of Noise, and numerous influential pop and rock artists.
- 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: Neil Canton Triple: [Back to the Future, producer, Neil Canton]
Generated description
Neil Canton is an American film producer best known for his work on the Back to the Future trilogy and other major Hollywood films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neil Canton Target entity description: Neil Canton is an American film producer best known for his work on the Back to the Future trilogy and other major Hollywood films.
-
A.
Aaron Ogden
Aaron Ogden was an early 19th-century American politician and steamboat operator whose state-granted monopoly became the focus of the landmark U.S. Supreme Court case Gibbons v. Ogden, which helped define federal power over interstate commerce.
-
B.
Kevin Nagle
Kevin Nagle is an American businessman and sports investor best known for leading the ownership of Sacramento Republic FC and advocating for Major League Soccer expansion in Sacramento.
-
C.
James Cannon
James Cannon is an American television host, comedian, actor, and rapper best known for hosting shows like "Wild 'N Out" and "The Masked Singer."
-
D.
Chris Brancato
Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
-
E.
Gary Langan
Gary Langan is a British recording engineer and record producer known for his work with The Buggles, Art of Noise, and numerous influential pop and rock artists.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a192d588190bbfa4693ed787c05 |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3b54b888190889555d51e563742 |
completed | March 8, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69adf5eb2b908190a485f5d22e28d252 |
completed | March 8, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf6883b808190bfe45d8f07c68696 |
completed | March 8, 2026, 10:22 p.m. |
Created at: March 4, 2026, 7:28 p.m.