Triple

T9033156
Position Surface form Disambiguated ID Type / Status
Subject Florida's 2nd congressional district E216422 entity
Predicate hasRepresentative P192 FINISHED
Object Neal Dunn
Neal Dunn is a Republican politician and physician serving as the U.S. Representative for Florida's 2nd congressional district.
 E772460 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: Neal Dunn | Statement: [Florida's 2nd congressional district, hasRepresentative, Neal Dunn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neal Dunn
Context triple: [Florida's 2nd congressional district, hasRepresentative, Neal Dunn]
  • A. Lin Dunn
    Lin Dunn is a veteran American basketball coach renowned for her leadership in women's professional and collegiate basketball, including in the WNBA.
  • B. Taylor Dunn
    Taylor Dunn is a television producer best known for her executive production work on the drama series "The Dropout," which chronicles the rise and fall of Theranos founder Elizabeth Holmes.
  • C. Darin Cunningham
    Darin Cunningham is an electronic music producer and DJ best known for his experimental work under the moniker Actress.
  • D. Andrew Dunn
    Andrew Dunn is a British cinematographer known for his work on numerous high-profile films and television productions.
  • E. Justin Dunn
    Justin Dunn is an American professional baseball pitcher who played college baseball at Boston College before being selected in the first round of the 2016 MLB Draft.
  • 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: Neal Dunn
Triple: [Florida's 2nd congressional district, hasRepresentative, Neal Dunn]
Generated description
Neal Dunn is a Republican politician and physician serving as the U.S. Representative for Florida's 2nd congressional district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neal Dunn
Target entity description: Neal Dunn is a Republican politician and physician serving as the U.S. Representative for Florida's 2nd congressional district.
  • A. Lin Dunn
    Lin Dunn is a veteran American basketball coach renowned for her leadership in women's professional and collegiate basketball, including in the WNBA.
  • B. Taylor Dunn
    Taylor Dunn is a television producer best known for her executive production work on the drama series "The Dropout," which chronicles the rise and fall of Theranos founder Elizabeth Holmes.
  • C. Darin Cunningham
    Darin Cunningham is an electronic music producer and DJ best known for his experimental work under the moniker Actress.
  • D. Andrew Dunn
    Andrew Dunn is a British cinematographer known for his work on numerous high-profile films and television productions.
  • E. Justin Dunn
    Justin Dunn is an American professional baseball pitcher who played college baseball at Boston College before being selected in the first round of the 2016 MLB Draft.
  • 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_69ca83d10b608190b2b2f8e0a7faaf14 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6aa0c89c81909792190f08fef8df completed April 1, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdbc9c6e08190aa71d84316afc6d5 completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdcb95b508190b9d5562f4248e074 completed April 3, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69cfdd3293888190a9cd5e0621c2fe10 completed April 3, 2026, 3:30 p.m.
Created at: March 30, 2026, 7:08 p.m.