Triple

T11004442
Position Surface form Disambiguated ID Type / Status
Subject Zingerman's Delicatessen E260078 entity
Predicate founder P104 FINISHED
Object Ari Weinzweig
Ari Weinzweig is an American entrepreneur, author, and speaker best known as the co-founding partner of the Zingerman’s Community of Businesses in Ann Arbor, Michigan.
E899086 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: Ari Weinzweig | Statement: [Zingerman's Delicatessen, founder, Ari Weinzweig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ari Weinzweig
Context triple: [Zingerman's Delicatessen, founder, Ari Weinzweig]
  • A. Gary Hirshberg
    Gary Hirshberg is an American businessman and environmental advocate best known as the co-founder and former CEO of the organic yogurt company Stonyfield Farm.
  • B. Michael Greenburg
    Michael Greenburg is an American film and television producer best known for his work on projects such as the series "Stargate SG-1" and for his former marriage to actress Sharon Stone.
  • C. Stephen Rubin
    Stephen Rubin is a film producer best known for his work on the drama film "The Deep End of the Ocean."
  • D. Josh Weinstock
    Josh Weinstock is a film and television producer known for his work on projects such as the drama "Nightingale."
  • E. Benjamin Glazer
    Benjamin Glazer was an Academy Award–winning American screenwriter, producer, and director active during the early decades of Hollywood cinema.
  • 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: Ari Weinzweig
Triple: [Zingerman's Delicatessen, founder, Ari Weinzweig]
Generated description
Ari Weinzweig is an American entrepreneur, author, and speaker best known as the co-founding partner of the Zingerman’s Community of Businesses in Ann Arbor, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ari Weinzweig
Target entity description: Ari Weinzweig is an American entrepreneur, author, and speaker best known as the co-founding partner of the Zingerman’s Community of Businesses in Ann Arbor, Michigan.
  • A. Gary Hirshberg
    Gary Hirshberg is an American businessman and environmental advocate best known as the co-founder and former CEO of the organic yogurt company Stonyfield Farm.
  • B. Michael Greenburg
    Michael Greenburg is an American film and television producer best known for his work on projects such as the series "Stargate SG-1" and for his former marriage to actress Sharon Stone.
  • C. Stephen Rubin
    Stephen Rubin is a film producer best known for his work on the drama film "The Deep End of the Ocean."
  • D. Josh Weinstock
    Josh Weinstock is a film and television producer known for his work on projects such as the drama "Nightingale."
  • E. Benjamin Glazer
    Benjamin Glazer was an Academy Award–winning American screenwriter, producer, and director active during the early decades of Hollywood cinema.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797553c408190b8dca21250243479 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3454cb6008190b24b128d507f2cf4 completed April 18, 2026, 8:48 a.m.
NEDg Description generation batch_69e35570b0bc8190a939b0c8e3ce8105 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359508a388190a16d48a17015e13e completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:25 p.m.