Triple

T20758013
Position Surface form Disambiguated ID Type / Status
Subject Chez Panisse E510897 entity
Predicate notableAlumni P51 FINISHED
Object Dan Barber
Dan Barber is an influential American chef, restaurateur, and farm-to-table advocate known for his work at Blue Hill and his leadership in sustainable, ethical food practices.
E1448238 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 Barber | Statement: [Chez Panisse, notableAlumni, Dan Barber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dan Barber
Context triple: [Chez Panisse, notableAlumni, Dan Barber]
  • A. 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.
  • B. Mario Batali
    Mario Batali is an American chef, restaurateur, and television personality known for his Italian cuisine and prominent role on food competition shows.
  • C. Daniel Patterson
    Daniel Patterson was the first husband of Mary Baker Eddy, the founder of Christian Science.
  • D. Michael Symon
    Michael Symon is an American chef, restaurateur, and television personality best known for his bold, meat-centric cooking and frequent appearances on Food Network.
  • E. Alan Webb
    Alan Webb was a British character actor known for his distinguished stage and film career in mid-20th-century England.
  • 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 Barber
Triple: [Chez Panisse, notableAlumni, Dan Barber]
Generated description
Dan Barber is an influential American chef, restaurateur, and farm-to-table advocate known for his work at Blue Hill and his leadership in sustainable, ethical food practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dan Barber
Target entity description: Dan Barber is an influential American chef, restaurateur, and farm-to-table advocate known for his work at Blue Hill and his leadership in sustainable, ethical food practices.
  • A. 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.
  • B. Mario Batali
    Mario Batali is an American chef, restaurateur, and television personality known for his Italian cuisine and prominent role on food competition shows.
  • C. Daniel Patterson
    Daniel Patterson was the first husband of Mary Baker Eddy, the founder of Christian Science.
  • D. Michael Symon
    Michael Symon is an American chef, restaurateur, and television personality best known for his bold, meat-centric cooking and frequent appearances on Food Network.
  • E. Alan Webb
    Alan Webb was a British character actor known for his distinguished stage and film career in mid-20th-century England.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2464fb08190b6b141ca12d9f3f4 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84a82308190b3c146c79549dba4 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8df60c88190803590abd75b3e43 completed May 16, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08e95f05088190b5934f067c5dd7b7 completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:35 p.m.