Triple

T12856758
Position Surface form Disambiguated ID Type / Status
Subject 2018 Connecticut gubernatorial election E307474 entity
Predicate republicanPrimaryCandidate P41578 FINISHED
Object David Stemerman
David Stemerman is an American hedge fund manager and Republican politician who ran for governor of Connecticut in 2018.
 E1006869 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: David Stemerman | Statement: [2018 Connecticut gubernatorial election, republicanPrimaryCandidate, David Stemerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Stemerman
Context triple: [2018 Connecticut gubernatorial election, republicanPrimaryCandidate, David Stemerman]
  • A. David Stevens
    David Stevens was an Australian screenwriter and director best known for co-writing the acclaimed film "Breaker Morant" and his work in film, television, and theatre.
  • B. Don Stevens
    Don Stevens is a notable individual recognized for achievements significant enough to be distinguished from others sharing the surname Stevens.
  • C. Mike Stamm
    Mike Stamm is an American backstroke swimmer and Olympic medalist who competed for the United States in the early 1970s.
  • D. Mark Stoermer
    Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
  • E. David Stapf
    David Stapf is a television executive best known for his leadership role at CBS Television Studios, overseeing popular series including entries in the NCIS franchise.
  • 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: David Stemerman
Triple: [2018 Connecticut gubernatorial election, republicanPrimaryCandidate, David Stemerman]
Generated description
David Stemerman is an American hedge fund manager and Republican politician who ran for governor of Connecticut in 2018.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Stemerman
Target entity description: David Stemerman is an American hedge fund manager and Republican politician who ran for governor of Connecticut in 2018.
  • A. David Stevens
    David Stevens was an Australian screenwriter and director best known for co-writing the acclaimed film "Breaker Morant" and his work in film, television, and theatre.
  • B. Don Stevens
    Don Stevens is a notable individual recognized for achievements significant enough to be distinguished from others sharing the surname Stevens.
  • C. Mike Stamm
    Mike Stamm is an American backstroke swimmer and Olympic medalist who competed for the United States in the early 1970s.
  • D. Mark Stoermer
    Mark Stoermer is an American musician best known as the longtime bassist for the rock band The Killers.
  • E. David Stapf
    David Stapf is a television executive best known for his leadership role at CBS Television Studios, overseeing popular series including entries in the NCIS franchise.
  • 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_69f69ba9a53c81908e9ed120f6cb94af completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69d48e6948190a13afe3b8943d877 completed May 3, 2026, 12:56 a.m.
NED2 Entity disambiguation (via description) batch_69f69dfa2b8481908827025a28bfb056 completed May 3, 2026, 12:59 a.m.
Created at: April 9, 2026, 5:37 p.m.