Triple

T7951099
Position Surface form Disambiguated ID Type / Status
Subject Bar Rescue E184615 entity
Predicate starring P1507 FINISHED
Object Jon Taffer
Jon Taffer is an American hospitality expert, entrepreneur, and television personality best known for transforming failing bars and nightclubs on the reality series "Bar Rescue."
 E717711 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: Jon Taffer | Statement: [Bar Rescue, starring, Jon Taffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jon Taffer
Context triple: [Bar Rescue, starring, Jon Taffer]
  • A. Jon DeVaan
    Jon DeVaan is a longtime Microsoft engineering leader known for his key roles in developing and managing core Windows and Office technologies.
  • B. Brian Bockrath
    Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
  • C. Trevor Garfield
    Trevor Garfield is the troubled high school teacher protagonist of the 1997 crime drama film "One Eight Seven," portrayed by Samuel L. Jackson.
  • D. Mitch Rouse
    Mitch Rouse is an American actor, comedian, and writer known for his work in film and television, including co-creating the series "Strangers with Candy" and appearing in numerous comedic roles.
  • E. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • 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: Jon Taffer
Triple: [Bar Rescue, starring, Jon Taffer]
Generated description
Jon Taffer is an American hospitality expert, entrepreneur, and television personality best known for transforming failing bars and nightclubs on the reality series "Bar Rescue."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jon Taffer
Target entity description: Jon Taffer is an American hospitality expert, entrepreneur, and television personality best known for transforming failing bars and nightclubs on the reality series "Bar Rescue."
  • A. Jon DeVaan
    Jon DeVaan is a longtime Microsoft engineering leader known for his key roles in developing and managing core Windows and Office technologies.
  • B. Brian Bockrath
    Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
  • C. Trevor Garfield
    Trevor Garfield is the troubled high school teacher protagonist of the 1997 crime drama film "One Eight Seven," portrayed by Samuel L. Jackson.
  • D. Mitch Rouse
    Mitch Rouse is an American actor, comedian, and writer known for his work in film and television, including co-creating the series "Strangers with Candy" and appearing in numerous comedic roles.
  • E. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccec8cfa80819082bc79645f33e18f completed April 1, 2026, 9:59 a.m.
NEDg Description generation batch_69ccf0982f4481908e2a59424fdf470f completed April 1, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69cd051913708190a83f925cf0cbbaa1 completed April 1, 2026, 11:44 a.m.
Created at: March 30, 2026, 5:10 p.m.