Triple

T357247

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas congressional districts	`E7570`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Texas's 25th congressional district Texas's 25th congressional district is a U.S. House of Representatives district in Texas that encompasses a long, irregularly shaped area stretching from parts of Austin northward through central Texas.	`E57196`	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 25th congressional district | Statement: [Texas congressional districts, hasPart, Texas's 25th congressional district]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Texas's 25th congressional district
Context triple: [Texas congressional districts, hasPart, Texas's 25th congressional district]

A. Texas's 20th congressional district
Texas's 20th congressional district is a U.S. House of Representatives district centered on San Antonio, known for its strong Democratic lean and significant Hispanic population.
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 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.
D. 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.
E. Texas's 21st congressional district
Texas's 21st congressional district is a U.S. House of Representatives district in Texas that includes parts of the Texas Hill Country and the cities of Austin and San Antonio.
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 25th congressional district
Triple: [Texas congressional districts, hasPart, Texas's 25th congressional district]

Generated description

Texas's 25th congressional district is a U.S. House of Representatives district in Texas that encompasses a long, irregularly shaped area stretching from parts of Austin northward through central Texas.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Texas's 25th congressional district
Target entity description: Texas's 25th congressional district is a U.S. House of Representatives district in Texas that encompasses a long, irregularly shaped area stretching from parts of Austin northward through central Texas.

A. Texas's 20th congressional district
Texas's 20th congressional district is a U.S. House of Representatives district centered on San Antonio, known for its strong Democratic lean and significant Hispanic population.
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 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.
D. 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.
E. Texas's 21st congressional district
Texas's 21st congressional district is a U.S. House of Representatives district in Texas that includes parts of the Texas Hill Country and the cities of Austin and San Antonio.
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_69a44cb342c08190bcdcdbecf6ba4244`	completed	March 1, 2026, 2:26 p.m.
NEDg	Description generation	`batch_69a44d2011948190ae88f3e014bbe6d7`	completed	March 1, 2026, 2:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69a44d69d7d08190aeaa3cec973d5a48`	completed	March 1, 2026, 2:30 p.m.

Created at: Feb. 28, 2026, 1:08 p.m.