Triple

T5898514

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brazos Valley	`E131161`	entity
Predicate	hasRegionalOrganization	`P2785`	FINISHED
Object	Brazos Valley Council of Governments The Brazos Valley Council of Governments is a regional planning and coordination agency that provides shared services, support, and policy guidance to local governments across the Brazos Valley area in Texas.	`E554592`	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: Brazos Valley Council of Governments | Statement: [Brazos Valley, hasRegionalOrganization, Brazos Valley Council of Governments]

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

Target entity: Brazos Valley Council of Governments
Context triple: [Brazos Valley, hasRegionalOrganization, Brazos Valley Council of Governments]

A. North Central Texas Council of Governments
The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
B. Brazos River Authority
The Brazos River Authority is a Texas state agency responsible for developing, managing, and protecting the water resources of the Brazos River basin for municipal, industrial, agricultural, and environmental uses.
C. Brazos County Commissioners Court
The Brazos County Commissioners Court is the elected administrative and policy-making body that oversees county government operations, budgeting, and local regulations in Brazos County, Texas.
D. Bryan Independent School District
Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
E. Brazoria, Texas
Brazoria, Texas is a small town in Brazoria County within the Greater Houston metropolitan area, known for its historic roots in early Texas settlement and proximity to the Gulf Coast.
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: Brazos Valley Council of Governments
Triple: [Brazos Valley, hasRegionalOrganization, Brazos Valley Council of Governments]

Generated description

The Brazos Valley Council of Governments is a regional planning and coordination agency that provides shared services, support, and policy guidance to local governments across the Brazos Valley area in Texas.

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

Target entity: Brazos Valley Council of Governments
Target entity description: The Brazos Valley Council of Governments is a regional planning and coordination agency that provides shared services, support, and policy guidance to local governments across the Brazos Valley area in Texas.

A. North Central Texas Council of Governments
The North Central Texas Council of Governments is a voluntary association of local governments that coordinates regional planning and collaboration across the North Central Texas area, including transportation, environmental, and development initiatives.
B. Brazos River Authority
The Brazos River Authority is a Texas state agency responsible for developing, managing, and protecting the water resources of the Brazos River basin for municipal, industrial, agricultural, and environmental uses.
C. Brazos County Commissioners Court
The Brazos County Commissioners Court is the elected administrative and policy-making body that oversees county government operations, budgeting, and local regulations in Brazos County, Texas.
D. Bryan Independent School District
Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
E. Brazoria, Texas
Brazoria, Texas is a small town in Brazoria County within the Greater Houston metropolitan area, known for its historic roots in early Texas settlement and proximity to the Gulf Coast.
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_69c00857439c819095950754176aa58a`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c036f7b3f48190a499d43f8ffb2fa7`	completed	March 22, 2026, 6:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0b15df86481908b59717b9de63655`	completed	March 23, 2026, 3:19 a.m.
NEDg	Description generation	`batch_69c0b27438a08190ab6b72c8fd682bf6`	completed	March 23, 2026, 3:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0b309a70081908ad3e819879b17e4`	completed	March 23, 2026, 3:27 a.m.

Created at: March 22, 2026, 3:58 p.m.