Triple

T2734804
Position Surface form Disambiguated ID Type / Status
Subject Texas's 32nd congressional district E60603 entity
Predicate notableElection P4519 FINISHED
Object 2018 U.S. House election in Texas's 32nd congressional district
The 2018 U.S. House election in Texas's 32nd congressional district was a high-profile midterm race in the Dallas area that saw Democrat Colin Allred defeat long-time Republican incumbent Pete Sessions, contributing to the Democratic takeover of the U.S. House.
 E60603 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: 2018 U.S. House election in Texas's 32nd congressional district | Statement: [Texas's 32nd congressional district, notableElection, 2018 U.S. House election in Texas's 32nd congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 2018 U.S. House election in Texas's 32nd congressional district
Context triple: [Texas's 32nd congressional district, notableElection, 2018 U.S. House election in Texas's 32nd congressional district]
  • A. 2018 Texas gubernatorial election
    The 2018 Texas gubernatorial election was the statewide contest in which Texas voters chose their governor for a new four-year term, ultimately resulting in the re-election of Republican incumbent Greg Abbott.
  • B. Texas's 18th congressional district
    Texas's 18th congressional district is a U.S. House district centered in Houston, historically represented by prominent Democratic lawmakers and known for its diverse, urban constituency.
  • C. Texas's 32nd congressional district
    Texas's 32nd congressional district is a U.S. House of Representatives district centered in the Dallas area, known in recent years for its increasingly urban and Democratic-leaning electorate.
  • D. Texas's 28th congressional district
    Texas's 28th congressional district is a U.S. House of Representatives district in South Texas that includes parts of the San Antonio area and stretches south to the U.S.–Mexico border.
  • E. Texas's 38th congressional district
    Texas's 38th congressional district is a U.S. House of Representatives district located in the Houston area, created after the 2020 census to reflect the state's population growth.
  • 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: 2018 U.S. House election in Texas's 32nd congressional district
Triple: [Texas's 32nd congressional district, notableElection, 2018 U.S. House election in Texas's 32nd congressional district]
Generated description
The 2018 U.S. House election in Texas's 32nd congressional district was a high-profile midterm race in the Dallas area that saw Democrat Colin Allred defeat long-time Republican incumbent Pete Sessions, contributing to the Democratic takeover of the U.S. House.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 2018 U.S. House election in Texas's 32nd congressional district
Target entity description: The 2018 U.S. House election in Texas's 32nd congressional district was a high-profile midterm race in the Dallas area that saw Democrat Colin Allred defeat long-time Republican incumbent Pete Sessions, contributing to the Democratic takeover of the U.S. House.
  • A. 2018 Texas gubernatorial election
    The 2018 Texas gubernatorial election was the statewide contest in which Texas voters chose their governor for a new four-year term, ultimately resulting in the re-election of Republican incumbent Greg Abbott.
  • B. Texas's 18th congressional district
    Texas's 18th congressional district is a U.S. House district centered in Houston, historically represented by prominent Democratic lawmakers and known for its diverse, urban constituency.
  • C. Texas's 32nd congressional district chosen
    Texas's 32nd congressional district is a U.S. House of Representatives district centered in the Dallas area, known in recent years for its increasingly urban and Democratic-leaning electorate.
  • D. Texas's 28th congressional district
    Texas's 28th congressional district is a U.S. House of Representatives district in South Texas that includes parts of the San Antonio area and stretches south to the U.S.–Mexico border.
  • E. Texas's 38th congressional district
    Texas's 38th congressional district is a U.S. House of Representatives district located in the Houston area, created after the 2020 census to reflect the state's population growth.
  • F. None of above.

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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb1022488190af84e536946b2e37 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6a37fdc8190bcdb33d7352d9e16 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb734d7b08190aeb95e8a9199fb10 completed March 10, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69afb7c2b9d08190bce599c364d809b7 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.