Triple

T631680

Position	Surface form	Disambiguated ID	Type / Status
Subject	Denton County, Texas	`E15938`	entity
Predicate	hasJurisdiction	`P285`	FINISHED
Object	Denton County Sheriff's Office The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.	`E79144`	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: Denton County Sheriff's Office | Statement: [Denton County, Texas, hasJurisdiction, Denton County Sheriff's Office]

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

Target entity: Denton County Sheriff's Office
Context triple: [Denton County, Texas, hasJurisdiction, Denton County Sheriff's Office]

A. Dallas County Sheriff’s Office
The Dallas County Sheriff’s Office is the Alabama law enforcement agency historically known for its central role in violently opposing civil rights demonstrators during the Selma to Montgomery marches in 1965.
B. Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
C. Denton County, Texas
Denton County, Texas is a rapidly growing county in the Dallas–Fort Worth metropolitan area known for its suburban communities, higher education institutions, and proximity to major urban centers.
D. Red River County Sheriff’s Office
The Red River County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, jail operations, and civil process in Red River County, Texas.
E. Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in the state.
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: Denton County Sheriff's Office
Triple: [Denton County, Texas, hasJurisdiction, Denton County Sheriff's Office]

Generated description

The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.

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

Target entity: Denton County Sheriff's Office
Target entity description: The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.

A. Dallas County Sheriff’s Office
The Dallas County Sheriff’s Office is the Alabama law enforcement agency historically known for its central role in violently opposing civil rights demonstrators during the Selma to Montgomery marches in 1965.
B. Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
C. Denton County, Texas
Denton County, Texas is a rapidly growing county in the Dallas–Fort Worth metropolitan area known for its suburban communities, higher education institutions, and proximity to major urban centers.
D. Red River County Sheriff’s Office
The Red River County Sheriff’s Office is the primary county-level law enforcement agency responsible for policing, jail operations, and civil process in Red River County, Texas.
E. Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in the state.
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_69a4935c131c8190a5378c6bf101e8cc`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a49ec2a4c08190bc5c6ce8a10b0967`	completed	March 1, 2026, 8:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a56c4d84d8819095afbf0ee9c7bd82`	completed	March 2, 2026, 10:54 a.m.
NEDg	Description generation	`batch_69a56c99153c8190bb457b19c2f97052`	completed	March 2, 2026, 10:55 a.m.
NED2	Entity disambiguation (via description)	`batch_69a56d31be8881909155f2eac7131798`	completed	March 2, 2026, 10:57 a.m.

Created at: March 1, 2026, 7:35 p.m.