Triple

T2256272
Position Surface form Disambiguated ID Type / Status
Subject Texas's 10th congressional district E49731 entity
Predicate redistrictingPlan P22577 FINISHED
Object Texas mid-decade redistricting 2003
Texas mid-decade redistricting 2003 was a controversial Republican-led overhaul of the state’s congressional map between census cycles that significantly increased GOP representation in the U.S. House.
E246510 NE FINISHED

How this triple was built (5 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 mid-decade redistricting 2003 | Statement: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas mid-decade redistricting 2003
Context triple: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
  • A. Texas's 3rd congressional district
    Texas's 3rd congressional district is a U.S. House of Representatives district in the state of Texas that encompasses fast-growing suburban and exurban communities north of Dallas.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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 mid-decade redistricting 2003
Triple: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
Generated description
Texas mid-decade redistricting 2003 was a controversial Republican-led overhaul of the state’s congressional map between census cycles that significantly increased GOP representation in the U.S. House.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas mid-decade redistricting 2003
Target entity description: Texas mid-decade redistricting 2003 was a controversial Republican-led overhaul of the state’s congressional map between census cycles that significantly increased GOP representation in the U.S. House.
  • A. Texas's 3rd congressional district
    Texas's 3rd congressional district is a U.S. House of Representatives district in the state of Texas that encompasses fast-growing suburban and exurban communities north of Dallas.
  • B. 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.
  • 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 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: redistrictingPlan
Context triple: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
  • A. redistrictedBy chosen
    Indicates that an entity’s boundaries or districts have been altered or redefined by another specified agent or authority.
  • B. preRedistrictingConfiguration
    Indicates the arrangement or boundaries of electoral districts as they existed before a redistricting process took place.
  • C. redistrictedAfter
    Indicates that one districting arrangement or boundary configuration was created or implemented following, and typically as a result of, another districting arrangement.
  • D. redistrictedEvery
    Indicates that a redistricting process has been applied to all relevant areas or units within a given scope.
  • E. hasRedistrictingProcess
    Indicates that an entity is subject to, or participates in, a defined process for redrawing electoral or administrative district boundaries.
  • F. None of above.

Provenance (6 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc1570dc88190bb2b17ed4c25dbb5 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b2229288190a7da9025dc394e67 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6b5814f88190b6ff9d586d2b6351 completed March 9, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69ae6befcf4081909e1ee5d18abea357 completed March 9, 2026, 6:42 a.m.
PD Predicate disambiguation batch_69abbdb34c148190b51e99f540f97204 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:47 p.m.