Triple
T6920370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Top Chef |
E160167
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Dan Cutforth
Dan Cutforth is a television producer best known for co-creating and producing popular reality competition series, including the long-running culinary show "Top Chef."
|
E630022
|
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: Dan Cutforth | Statement: [Top Chef, executiveProducer, Dan Cutforth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Cutforth Context triple: [Top Chef, executiveProducer, Dan Cutforth]
-
A.
Leo Farnsworth
Leo Farnsworth is a wealthy industrialist whose body is inhabited by the soul of a deceased football player in the romantic fantasy comedy film "Heaven Can Wait."
-
B.
Max Drummey
Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
-
C.
Charlie Jaffey
Charlie Jaffey is a high-powered, principled defense attorney in "Molly's Game" who helps Molly Bloom navigate her legal troubles with the FBI.
-
D.
Rusty Griswold
Rusty Griswold is the grown-up son of Clark Griswold who becomes the hapless, well-meaning father leading his own disastrous family road trip in the 2015 comedy "Vacation."
-
E.
Leonard Skinner
Leonard Skinner was a high school gym teacher whose strict enforcement of hair-length rules famously inspired the name of the Southern rock band Lynyrd Skynyrd.
- 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: Dan Cutforth Triple: [Top Chef, executiveProducer, Dan Cutforth]
Generated description
Dan Cutforth is a television producer best known for co-creating and producing popular reality competition series, including the long-running culinary show "Top Chef."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Cutforth Target entity description: Dan Cutforth is a television producer best known for co-creating and producing popular reality competition series, including the long-running culinary show "Top Chef."
-
A.
Leo Farnsworth
Leo Farnsworth is a wealthy industrialist whose body is inhabited by the soul of a deceased football player in the romantic fantasy comedy film "Heaven Can Wait."
-
B.
Max Drummey
Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
-
C.
Charlie Jaffey
Charlie Jaffey is a high-powered, principled defense attorney in "Molly's Game" who helps Molly Bloom navigate her legal troubles with the FBI.
-
D.
Rusty Griswold
Rusty Griswold is the grown-up son of Clark Griswold who becomes the hapless, well-meaning father leading his own disastrous family road trip in the 2015 comedy "Vacation."
-
E.
Leonard Skinner
Leonard Skinner was a high school gym teacher whose strict enforcement of hair-length rules famously inspired the name of the Southern rock band Lynyrd Skynyrd.
- 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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9fa452c8190b2bea2d47309c889 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c751345edc8190ab0f34120a42571e |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c751abed548190ac2152acd3029d2d |
completed | March 28, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7558dd72081909af14d319ce01ff6 |
completed | March 28, 2026, 4:14 a.m. |
Created at: March 27, 2026, 2:26 p.m.