Triple

T12406911
Position Surface form Disambiguated ID Type / Status
Subject 2010 United States redistricting cycle E296409 entity
Predicate includesEvent P1393 FINISHED
Object Texas 2010s redistricting
Texas 2010s redistricting was the contentious, decade-defining redrawing of Texas’s congressional and legislative districts following the 2010 Census, marked by intense partisan conflict and multiple federal court challenges over alleged racial and partisan gerrymandering.
E981117 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 2010s redistricting | Statement: [2010 United States redistricting cycle, includesEvent, Texas 2010s redistricting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas 2010s redistricting
Context triple: [2010 United States redistricting cycle, includesEvent, Texas 2010s redistricting]
  • A. 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.
  • B. Texas's 10th congressional district
    Texas's 10th congressional district is a U.S. House of Representatives district in Texas that currently stretches between Austin and the Houston area and is represented by a single elected member of Congress.
  • C. Texas's 15th congressional district
    Texas's 15th congressional district is a historically significant U.S. House district in South Texas that has long been a Democratic stronghold and a center of Hispanic-majority representation.
  • D. Texas's at-large congressional district
    Texas's at-large congressional district was a former statewide U.S. House seat that represented the entire state of Texas before it was divided into individual numbered congressional districts.
  • E. Texas's 11th congressional district
    Texas's 11th congressional district is a predominantly rural, strongly Republican U.S. House district in West Texas that includes cities such as Midland, Odessa, and San Angelo.
  • 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 2010s redistricting
Triple: [2010 United States redistricting cycle, includesEvent, Texas 2010s redistricting]
Generated description
Texas 2010s redistricting was the contentious, decade-defining redrawing of Texas’s congressional and legislative districts following the 2010 Census, marked by intense partisan conflict and multiple federal court challenges over alleged racial and partisan gerrymandering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas 2010s redistricting
Target entity description: Texas 2010s redistricting was the contentious, decade-defining redrawing of Texas’s congressional and legislative districts following the 2010 Census, marked by intense partisan conflict and multiple federal court challenges over alleged racial and partisan gerrymandering.
  • A. 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.
  • B. Texas's 10th congressional district
    Texas's 10th congressional district is a U.S. House of Representatives district in Texas that currently stretches between Austin and the Houston area and is represented by a single elected member of Congress.
  • C. Texas's 15th congressional district
    Texas's 15th congressional district is a historically significant U.S. House district in South Texas that has long been a Democratic stronghold and a center of Hispanic-majority representation.
  • D. Texas's at-large congressional district
    Texas's at-large congressional district was a former statewide U.S. House seat that represented the entire state of Texas before it was divided into individual numbered congressional districts.
  • E. Texas's 11th congressional district
    Texas's 11th congressional district is a predominantly rural, strongly Republican U.S. House district in West Texas that includes cities such as Midland, Odessa, and San Angelo.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d4a08e0819085c656e35038e6b2 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63488cac08190a81b2151c827932e completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f635997b088190b6207fcac5594eb2 completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f636d9e13881908d3d08c6cf954304 completed May 2, 2026, 5:39 p.m.
Created at: April 8, 2026, 9:55 p.m.