Triple
T21743377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shep Gordon |
E536721
|
entity |
| Predicate | hasClient |
P734
|
FINISHED |
| Object |
Daniel Boulud
Daniel Boulud is a renowned French chef and restaurateur best known for his Michelin-starred restaurants, including the flagship Daniel in New York City.
|
E1501618
|
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: Daniel Boulud | Statement: [Shep Gordon, hasClient, Daniel Boulud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Boulud Context triple: [Shep Gordon, hasClient, Daniel Boulud]
-
A.
Roy Raymond
Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
-
B.
Scott Conant
Scott Conant is an American celebrity chef, restaurateur, and cookbook author best known for his Italian cuisine and frequent judging appearances on Food Network shows.
-
C.
Philippe Lemaire
Philippe Lemaire was a French film and stage actor active in the mid-20th century, known for his roles in numerous French dramas and comedies.
-
D.
Richard Blais
Richard Blais is an American chef, restaurateur, and television personality known for his inventive, modernist cooking and frequent appearances on culinary competition shows.
-
E.
Emeril Lagasse
Emeril Lagasse is an American celebrity chef, restaurateur, and television personality known for his bold Creole-influenced cuisine and energetic catchphrase “Bam!”.
- 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: Daniel Boulud Triple: [Shep Gordon, hasClient, Daniel Boulud]
Generated description
Daniel Boulud is a renowned French chef and restaurateur best known for his Michelin-starred restaurants, including the flagship Daniel in New York City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Boulud Target entity description: Daniel Boulud is a renowned French chef and restaurateur best known for his Michelin-starred restaurants, including the flagship Daniel in New York City.
-
A.
Roy Raymond
Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
-
B.
Scott Conant
Scott Conant is an American celebrity chef, restaurateur, and cookbook author best known for his Italian cuisine and frequent judging appearances on Food Network shows.
-
C.
Philippe Lemaire
Philippe Lemaire was a French film and stage actor active in the mid-20th century, known for his roles in numerous French dramas and comedies.
-
D.
Richard Blais
Richard Blais is an American chef, restaurateur, and television personality known for his inventive, modernist cooking and frequent appearances on culinary competition shows.
-
E.
Emeril Lagasse
Emeril Lagasse is an American celebrity chef, restaurateur, and television personality known for his bold Creole-influenced cuisine and energetic catchphrase “Bam!”.
- 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_69e0c46df5448190b4322127ffc4c690 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01a74592c8190959af631d72df479 |
completed | April 28, 2026, 2:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a366c5cd08190a7e39fdf5983d944 |
completed | May 17, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a0a3b1a42188190920c813ca0b1c38a |
completed | May 17, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a3b8c2a388190bc4fa7c605458e77 |
completed | May 17, 2026, 10:05 p.m. |
Created at: April 16, 2026, 6:49 p.m.