Triple

T357256
Position Surface form Disambiguated ID Type / Status
Subject Texas congressional districts E7570 entity
Predicate hasPart P35 FINISHED
Object Texas's 34th congressional district
Texas's 34th congressional district is a U.S. House of Representatives district in South Texas that includes much of the Rio Grande Valley and is known for its predominantly Hispanic population and Democratic-leaning electorate.
 E61389 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 34th congressional district | Statement: [Texas congressional districts, hasPart, Texas's 34th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas's 34th congressional district
Context triple: [Texas congressional districts, hasPart, Texas's 34th congressional district]
  • A. 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.
  • B. Texas's 24th congressional district
    Texas's 24th congressional district is a U.S. House of Representatives district in the Dallas–Fort Worth metropolitan area, encompassing parts of Dallas and Tarrant counties.
  • C. Texas's 33rd congressional district
    Texas's 33rd congressional district is a U.S. House district centered in the Dallas–Fort Worth area, known for its heavily urban, diverse, and strongly Democratic-leaning electorate.
  • D. 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.
  • E. 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.
  • 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 34th congressional district
Triple: [Texas congressional districts, hasPart, Texas's 34th congressional district]
Generated description
Texas's 34th congressional district is a U.S. House of Representatives district in South Texas that includes much of the Rio Grande Valley and is known for its predominantly Hispanic population and Democratic-leaning electorate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas's 34th congressional district
Target entity description: Texas's 34th congressional district is a U.S. House of Representatives district in South Texas that includes much of the Rio Grande Valley and is known for its predominantly Hispanic population and Democratic-leaning electorate.
  • A. 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.
  • B. Texas's 24th congressional district
    Texas's 24th congressional district is a U.S. House of Representatives district in the Dallas–Fort Worth metropolitan area, encompassing parts of Dallas and Tarrant counties.
  • C. Texas's 33rd congressional district
    Texas's 33rd congressional district is a U.S. House district centered in the Dallas–Fort Worth area, known for its heavily urban, diverse, and strongly Democratic-leaning electorate.
  • D. 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.
  • E. 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.
  • 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_69a477785b848190a1a09d20d94ceed5 completed March 1, 2026, 5:29 p.m.
NEDg Description generation batch_69a47a2224cc81909a057c612d591bba completed March 1, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69a47ab148fc8190a93d7e3c838583c2 completed March 1, 2026, 5:43 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.