Triple

T20792536
Position Surface form Disambiguated ID Type / Status
Subject New Hampshire's 1st congressional district E511813 entity
Predicate hasHistoricRepresentationBy P80460 FINISHED
Object Frank Guinta
Frank Guinta is an American Republican politician who served multiple terms as the U.S. Representative for New Hampshire’s 1st congressional district.
E1451271 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: Frank Guinta | Statement: [New Hampshire's 1st congressional district, hasHistoricRepresentationBy, Frank Guinta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Guinta
Context triple: [New Hampshire's 1st congressional district, hasHistoricRepresentationBy, Frank Guinta]
  • A. Jeffrey T. Ferraro
    Jeffrey T. Ferraro is an individual notable enough to be recognized as a namesake of the surname Ferraro, though specific widely known public details about his life or work are not readily available.
  • B. Tom Suozzi
    Tom Suozzi is an American Democratic politician and former U.S. Representative from New York known for his centrist views and prior service as Nassau County Executive and mayor of Glen Cove.
  • C. Martin Kean
    Martin Kean is a musician best known as a former member of the avant-pop band Stereolab.
  • D. Brian Gaskill
    Brian Gaskill is an American actor best known for his roles on various television soap operas and dramas, including "Models Inc."
  • E. Brian Cassidy
    Brian Cassidy is a musician best known as a former member of the indie rock band Okkervil River.
  • 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: Frank Guinta
Triple: [New Hampshire's 1st congressional district, hasHistoricRepresentationBy, Frank Guinta]
Generated description
Frank Guinta is an American Republican politician who served multiple terms as the U.S. Representative for New Hampshire’s 1st congressional district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Guinta
Target entity description: Frank Guinta is an American Republican politician who served multiple terms as the U.S. Representative for New Hampshire’s 1st congressional district.
  • A. Jeffrey T. Ferraro
    Jeffrey T. Ferraro is an individual notable enough to be recognized as a namesake of the surname Ferraro, though specific widely known public details about his life or work are not readily available.
  • B. Tom Suozzi
    Tom Suozzi is an American Democratic politician and former U.S. Representative from New York known for his centrist views and prior service as Nassau County Executive and mayor of Glen Cove.
  • C. Martin Kean
    Martin Kean is a musician best known as a former member of the avant-pop band Stereolab.
  • D. Brian Gaskill
    Brian Gaskill is an American actor best known for his roles on various television soap operas and dramas, including "Models Inc."
  • E. Brian Cassidy
    Brian Cassidy is a musician best known as a former member of the indie rock band Okkervil River.
  • 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2910d488190bc4be37512effc86 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:38 p.m.