Triple

T13677019

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fauquier County government	`E327903`	entity
Predicate	operates	`P24`	FINISHED
Object	Fauquier County Treasurer’s Office The Fauquier County Treasurer’s Office is the local government agency responsible for billing, collecting, and safeguarding county revenues and managing related financial services for Fauquier County, Virginia.	`E1056859`	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: Fauquier County Treasurer’s Office | Statement: [Fauquier County government, operates, Fauquier County Treasurer’s Office]

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

Target entity: Fauquier County Treasurer’s Office
Context triple: [Fauquier County government, operates, Fauquier County Treasurer’s Office]

A. Fauquier County Registrar’s Office
The Fauquier County Registrar’s Office is the local government agency responsible for voter registration, election administration, and maintenance of electoral records in Fauquier County, Virginia.
B. Arlington County Treasurer’s Office
The Arlington County Treasurer’s Office is the local government agency responsible for billing, collecting, and managing county taxes and other revenues in Arlington County, Virginia.
C. Fauquier County government
Fauquier County government is the local governing body responsible for administering public services, regulations, and community resources within Fauquier County, Virginia.
D. Fairfax County Department of Tax Administration
The Fairfax County Department of Tax Administration is the local government agency responsible for assessing and collecting taxes and administering revenue-related services in Fairfax County, Virginia.
E. Fauquier County Board of Supervisors
The Fauquier County Board of Supervisors is the elected governing body responsible for setting policy, adopting budgets, and overseeing administration for Fauquier County, Virginia.
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: Fauquier County Treasurer’s Office
Triple: [Fauquier County government, operates, Fauquier County Treasurer’s Office]

Generated description

The Fauquier County Treasurer’s Office is the local government agency responsible for billing, collecting, and safeguarding county revenues and managing related financial services for Fauquier County, Virginia.

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

Target entity: Fauquier County Treasurer’s Office
Target entity description: The Fauquier County Treasurer’s Office is the local government agency responsible for billing, collecting, and safeguarding county revenues and managing related financial services for Fauquier County, Virginia.

A. Fauquier County Registrar’s Office
The Fauquier County Registrar’s Office is the local government agency responsible for voter registration, election administration, and maintenance of electoral records in Fauquier County, Virginia.
B. Arlington County Treasurer’s Office
The Arlington County Treasurer’s Office is the local government agency responsible for billing, collecting, and managing county taxes and other revenues in Arlington County, Virginia.
C. Fauquier County government
Fauquier County government is the local governing body responsible for administering public services, regulations, and community resources within Fauquier County, Virginia.
D. Fairfax County Department of Tax Administration
The Fairfax County Department of Tax Administration is the local government agency responsible for assessing and collecting taxes and administering revenue-related services in Fairfax County, Virginia.
E. Fauquier County Board of Supervisors
The Fauquier County Board of Supervisors is the elected governing body responsible for setting policy, adopting budgets, and overseeing administration for Fauquier County, Virginia.
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_69d8076f1fa8819094664a59b55010df`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbc65d8dc081909664e69bb38610ba`	completed	April 12, 2026, 4:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f79d487e2c8190909e1c80cc2262ed`	completed	May 3, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69f79e77b5e88190a85f4061c8abb8a4`	completed	May 3, 2026, 7:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69f79fa5249481909b2c046ed9801371`	completed	May 3, 2026, 7:19 p.m.

Created at: April 9, 2026, 9:53 p.m.