Triple

T12856756
Position Surface form Disambiguated ID Type / Status
Subject 2018 Connecticut gubernatorial election E307474 entity
Predicate republicanPrimaryCandidate P41578 FINISHED
Object Tim Herbst
Tim Herbst is an American Republican politician and former First Selectman of Trumbull, Connecticut, known for his 2018 campaign for governor of Connecticut.
E1010667 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: Tim Herbst | Statement: [2018 Connecticut gubernatorial election, republicanPrimaryCandidate, Tim Herbst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tim Herbst
Context triple: [2018 Connecticut gubernatorial election, republicanPrimaryCandidate, Tim Herbst]
  • A. John Reister
    John Reister was an early settler and landowner after whom the community of Reisterstown, Maryland, was named.
  • B. Eric Hinske
    Eric Hinske is a former Major League Baseball third baseman and outfielder who played for multiple teams and later became a hitting coach.
  • C. Kevin Biegel
    Kevin Biegel is an American television writer and producer best known for co-creating the sitcom Cougar Town and working on shows like Scrubs and Enlisted.
  • D. Chris Bauermeister
    Chris Bauermeister is an American bassist best known as a founding member of the influential punk rock band Jawbreaker.
  • E. Chris Sievernich
    Chris Sievernich is a German film producer best known for his work on acclaimed art-house and independent films, including Wim Wenders’ "Paris, Texas."
  • 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: Tim Herbst
Triple: [2018 Connecticut gubernatorial election, republicanPrimaryCandidate, Tim Herbst]
Generated description
Tim Herbst is an American Republican politician and former First Selectman of Trumbull, Connecticut, known for his 2018 campaign for governor of Connecticut.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tim Herbst
Target entity description: Tim Herbst is an American Republican politician and former First Selectman of Trumbull, Connecticut, known for his 2018 campaign for governor of Connecticut.
  • A. John Reister
    John Reister was an early settler and landowner after whom the community of Reisterstown, Maryland, was named.
  • B. Eric Hinske
    Eric Hinske is a former Major League Baseball third baseman and outfielder who played for multiple teams and later became a hitting coach.
  • C. Kevin Biegel
    Kevin Biegel is an American television writer and producer best known for co-creating the sitcom Cougar Town and working on shows like Scrubs and Enlisted.
  • D. Chris Bauermeister
    Chris Bauermeister is an American bassist best known as a founding member of the influential punk rock band Jawbreaker.
  • E. Chris Sievernich
    Chris Sievernich is a German film producer best known for his work on acclaimed art-house and independent films, including Wim Wenders’ "Paris, Texas."
  • 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_69d7bdf5e7cc8190be357278bc5ba3bb completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970231ce48190a4eabc4b8c24a3ff completed April 10, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af511b4c8190bee09c938b2a7a12 completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0653ef88190ad0e3a48675ecdcc completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1ae645c8190a7c3e5f926c6a487 completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:37 p.m.