Triple

T7697571

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas state agencies	`E174406`	entity
Predicate	includes	`P1393`	FINISHED
Object	Texas Workforce Commission The Texas Workforce Commission is a state agency responsible for overseeing workforce development, employment services, and unemployment benefits across Texas.	`E682275`	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 Workforce Commission | Statement: [Texas state agencies, includes, Texas Workforce Commission]

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

Target entity: Texas Workforce Commission
Context triple: [Texas state agencies, includes, Texas Workforce Commission]

A. Texas Department of Community Affairs
The Texas Department of Community Affairs was a state agency responsible for administering community development, housing, and anti-poverty programs in Texas.
B. Texas Facilities Commission
The Texas Facilities Commission is a state agency responsible for managing, maintaining, and providing support services for Texas government buildings and properties.
C. Texas Education Agency
The Texas Education Agency is the state government agency responsible for overseeing public primary and secondary education in Texas, including setting academic standards, administering statewide assessments, and monitoring school district performance.
D. Texas Health and Human Services Commission
The Texas Health and Human Services Commission is the state agency responsible for overseeing and administering Texas’s major health, Medicaid, and social services programs for residents in need.
E. Texas Education Service Center Region 11
Texas Education Service Center Region 11 is one of Texas’s regional education service centers that provides support, resources, and training to public school districts and charter schools in the north-central part of the state, including the Dallas–Fort Worth area.
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 Workforce Commission
Triple: [Texas state agencies, includes, Texas Workforce Commission]

Generated description

The Texas Workforce Commission is a state agency responsible for overseeing workforce development, employment services, and unemployment benefits across Texas.

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

Target entity: Texas Workforce Commission
Target entity description: The Texas Workforce Commission is a state agency responsible for overseeing workforce development, employment services, and unemployment benefits across Texas.

A. Texas Department of Community Affairs
The Texas Department of Community Affairs was a state agency responsible for administering community development, housing, and anti-poverty programs in Texas.
B. Texas Facilities Commission
The Texas Facilities Commission is a state agency responsible for managing, maintaining, and providing support services for Texas government buildings and properties.
C. Texas Education Agency
The Texas Education Agency is the state government agency responsible for overseeing public primary and secondary education in Texas, including setting academic standards, administering statewide assessments, and monitoring school district performance.
D. Texas Health and Human Services Commission
The Texas Health and Human Services Commission is the state agency responsible for overseeing and administering Texas’s major health, Medicaid, and social services programs for residents in need.
E. Texas Education Service Center Region 11
Texas Education Service Center Region 11 is one of Texas’s regional education service centers that provides support, resources, and training to public school districts and charter schools in the north-central part of the state, including the Dallas–Fort Worth area.
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_69c6995a72cc8190998e56daa6f8e453`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c702693ee8819080a483c347710b24`	completed	March 27, 2026, 10:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8acaee2c481909efa30125e8ca890`	completed	March 29, 2026, 4:38 a.m.
NEDg	Description generation	`batch_69c8add4153081909f8d77b019a64a2f`	completed	March 29, 2026, 4:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8ae60b30881908c100ae489d6577e`	completed	March 29, 2026, 4:45 a.m.

Created at: March 27, 2026, 4:03 p.m.