Triple

T357254
Position Surface form Disambiguated ID Type / Status
Subject Texas congressional districts E7570 entity
Predicate hasPart P35 FINISHED
Object 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.
 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: Texas's 32nd congressional district | Statement: [Texas congressional districts, hasPart, Texas's 32nd congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas's 32nd congressional district
Context triple: [Texas congressional districts, hasPart, Texas's 32nd congressional district]
  • A. Texas's 23rd congressional district
    Texas's 23rd congressional district is a large, predominantly rural U.S. House district stretching along much of the Texas–Mexico border, known for its geographic size, Latino-majority population, and frequent electoral competitiveness.
  • B. Texas's 30th congressional district
    Texas's 30th congressional district is a U.S. House district centered in the Dallas area, known for its heavily urban, Democratic-leaning constituency.
  • C. Texas's 27th congressional district
    Texas's 27th congressional district is a U.S. House of Representatives district in Texas that covers portions of the Gulf Coast and surrounding inland areas.
  • D. Texas's 31st congressional district
    Texas's 31st congressional district is a U.S. House of Representatives district in central Texas that includes parts of the Austin metropolitan area and surrounding communities.
  • E. Texas's 29th congressional district
    Texas's 29th congressional district is a U.S. House of Representatives district centered in the Houston area, known for its heavily urban, majority-Hispanic population and strong Democratic lean.
  • 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: Texas's 32nd congressional district
Triple: [Texas congressional districts, hasPart, Texas's 32nd congressional district]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas's 32nd congressional district
Target entity description: 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.
  • A. Texas's 23rd congressional district
    Texas's 23rd congressional district is a large, predominantly rural U.S. House district stretching along much of the Texas–Mexico border, known for its geographic size, Latino-majority population, and frequent electoral competitiveness.
  • B. Texas's 30th congressional district
    Texas's 30th congressional district is a U.S. House district centered in the Dallas area, known for its heavily urban, Democratic-leaning constituency.
  • C. Texas's 27th congressional district
    Texas's 27th congressional district is a U.S. House of Representatives district in Texas that covers portions of the Gulf Coast and surrounding inland areas.
  • D. Texas's 31st congressional district
    Texas's 31st congressional district is a U.S. House of Representatives district in central Texas that includes parts of the Austin metropolitan area and surrounding communities.
  • E. Texas's 29th congressional district
    Texas's 29th congressional district is a U.S. House of Representatives district centered in the Houston area, known for its heavily urban, majority-Hispanic population and strong Democratic lean.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebaf0c9881909313f98818e7fa58 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a47117818c8190ac5f0d6a3fc9c3a3 completed March 1, 2026, 5:02 p.m.
NEDg Description generation batch_69a472f1b4988190aeb0102e11c69ac6 completed March 1, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69a473742eac8190a48052bb14cfb7e5 completed March 1, 2026, 5:12 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.