Triple

T357230

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas congressional districts	`E7570`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Texas's 8th congressional district Texas's 8th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the northern Houston suburbs and surrounding communities.	`E49053`	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 8th congressional district | Statement: [Texas congressional districts, hasPart, Texas's 8th congressional district]

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

Target entity: Texas's 8th congressional district
Context triple: [Texas congressional districts, hasPart, Texas's 8th congressional district]

A. Texas's 7th congressional district
Texas's 7th congressional district is a U.S. House of Representatives district centered in the Houston area, historically known as a Republican stronghold that has become increasingly competitive and suburban in character.
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 1st congressional district
Texas's 1st congressional district is a U.S. House of Representatives district in East Texas that includes cities such as Tyler and Longview and is known as a strongly Republican-leaning seat.
D. Texas's 5th congressional district
Texas's 5th congressional district is a U.S. House district in Texas that encompasses parts of the Dallas area and surrounding communities in the northeastern portion of the state.
E. Texas's 2nd congressional district
Texas's 2nd congressional district is a U.S. House of Representatives district centered in the Houston area, known for its suburban communities and historically Republican-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 8th congressional district
Triple: [Texas congressional districts, hasPart, Texas's 8th congressional district]

Generated description

Texas's 8th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the northern Houston suburbs and surrounding communities.

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

Target entity: Texas's 8th congressional district
Target entity description: Texas's 8th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the northern Houston suburbs and surrounding communities.

A. Texas's 7th congressional district
Texas's 7th congressional district is a U.S. House of Representatives district centered in the Houston area, historically known as a Republican stronghold that has become increasingly competitive and suburban in character.
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 1st congressional district
Texas's 1st congressional district is a U.S. House of Representatives district in East Texas that includes cities such as Tyler and Longview and is known as a strongly Republican-leaning seat.
D. Texas's 5th congressional district
Texas's 5th congressional district is a U.S. House district in Texas that encompasses parts of the Dallas area and surrounding communities in the northeastern portion of the state.
E. Texas's 2nd congressional district
Texas's 2nd congressional district is a U.S. House of Representatives district centered in the Houston area, known for its suburban communities and historically Republican-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_69a3fe8f7af481908942ab7872a45ab3`	completed	March 1, 2026, 8:53 a.m.
NEDg	Description generation	`batch_69a4024913b48190b3ac65a03aa8e727`	completed	March 1, 2026, 9:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69a402995c8081909ccc95b9a859b9d8`	completed	March 1, 2026, 9:10 a.m.

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