Triple

T20483822
Position Surface form Disambiguated ID Type / Status
Subject Shuler E502531 entity
Predicate hasNotableBearer P458 FINISHED
Object Heath Shuler as U.S. Congressman from North Carolina — NE NERFINISHED

How this triple was built (3 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: Heath Shuler as U.S. Congressman from North Carolina | Statement: [Shuler, hasNotableBearer, Heath Shuler as U.S. Congressman from North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heath Shuler as U.S. Congressman from North Carolina
Context triple: [Shuler, hasNotableBearer, Heath Shuler as U.S. Congressman from North Carolina]
  • A. Jeter C. Pritchard as U.S. senator from North Carolina
    Jeter C. Pritchard was a Republican politician who served as a United States senator from North Carolina in the late 19th and early 20th centuries.
  • B. Frank Wolf (portion before redistricting)
    Frank Wolf is a long-serving Republican politician who represented Northern Virginia in the U.S. House of Representatives for over three decades.
  • C. Florida Representative Fred Hawkins
    Florida Representative Fred Hawkins is a Republican state legislator from Florida known for sponsoring high-profile legislation, including the 2023 bill restructuring Disney’s special governing district.
  • D. North Carolina congressional delegation
    The North Carolina congressional delegation is the group of elected U.S. Senators and Representatives who represent the state of North Carolina in the United States Congress.
  • E. Representative Don Fuqua
    Representative Don Fuqua was a Democratic congressman from Florida who served in the U.S. House of Representatives from 1963 to 1987 and was known for his leadership on science, technology, and space policy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heath Shuler as U.S. Congressman from North Carolina
Target entity description: Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Congressman representing a district in western North Carolina.
  • A. Jeter C. Pritchard as U.S. senator from North Carolina
    Jeter C. Pritchard was a Republican politician who served as a United States senator from North Carolina in the late 19th and early 20th centuries.
  • B. Frank Wolf (portion before redistricting)
    Frank Wolf is a long-serving Republican politician who represented Northern Virginia in the U.S. House of Representatives for over three decades.
  • C. Florida Representative Fred Hawkins
    Florida Representative Fred Hawkins is a Republican state legislator from Florida known for sponsoring high-profile legislation, including the 2023 bill restructuring Disney’s special governing district.
  • D. North Carolina congressional delegation
    The North Carolina congressional delegation is the group of elected U.S. Senators and Representatives who represent the state of North Carolina in the United States Congress.
  • E. Representative Don Fuqua
    Representative Don Fuqua was a Democratic congressman from Florida who served in the U.S. House of Representatives from 1963 to 1987 and was known for his leadership on science, technology, and space policy.
  • F. None of above. chosen

Provenance (2 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_69e0b4af32848190aea80682b44d5d6e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69b58c4b4819083d0ba2397dbfb0b completed April 20, 2026, 9:32 p.m.
Created at: April 16, 2026, 11:34 a.m.