Triple

T357238

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas congressional districts	`E7570`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Texas's 16th congressional district Texas's 16th congressional district is a U.S. House of Representatives district centered on El Paso in far West Texas, known for its predominantly urban, heavily Hispanic population and strong Democratic lean.	`E52739`	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 16th congressional district | Statement: [Texas congressional districts, hasPart, Texas's 16th congressional district]

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

Target entity: Texas's 16th congressional district
Context triple: [Texas congressional districts, hasPart, Texas's 16th congressional district]

A. 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.
B. Texas's 6th congressional district
Texas's 6th congressional district is a U.S. House of Representatives district in Texas that encompasses parts of the Dallas–Fort Worth area and is represented by an elected member of Congress.
C. Texas's 13th congressional district
Texas's 13th congressional district is a large, predominantly rural and strongly Republican U.S. House district in the Texas Panhandle and North Texas region.
D. Texas's 14th congressional district
Texas's 14th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the Gulf Coast and has historically been represented by notable conservative lawmakers.
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's 16th congressional district
Triple: [Texas congressional districts, hasPart, Texas's 16th congressional district]

Generated description

Texas's 16th congressional district is a U.S. House of Representatives district centered on El Paso in far West Texas, known for its predominantly urban, heavily Hispanic population and strong Democratic lean.

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

Target entity: Texas's 16th congressional district
Target entity description: Texas's 16th congressional district is a U.S. House of Representatives district centered on El Paso in far West Texas, known for its predominantly urban, heavily Hispanic population and strong Democratic lean.

A. 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.
B. Texas's 6th congressional district
Texas's 6th congressional district is a U.S. House of Representatives district in Texas that encompasses parts of the Dallas–Fort Worth area and is represented by an elected member of Congress.
C. Texas's 13th congressional district
Texas's 13th congressional district is a large, predominantly rural and strongly Republican U.S. House district in the Texas Panhandle and North Texas region.
D. Texas's 14th congressional district
Texas's 14th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the Gulf Coast and has historically been represented by notable conservative lawmakers.
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_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_69a4239d00048190a1d79b889c55d33a`	completed	March 1, 2026, 11:31 a.m.
NEDg	Description generation	`batch_69a42418a28c81909ee31dfb1819b87f`	completed	March 1, 2026, 11:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69a42486e1e08190b7603c34d625da7c`	completed	March 1, 2026, 11:35 a.m.

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