Triple

T22260035

Position	Surface form	Disambiguated ID	Type / Status
Subject	Grant County government	`E550194`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Grant County Public Works Department The Grant County Public Works Department is the county agency responsible for planning, building, and maintaining local infrastructure such as roads, bridges, and related public facilities within Grant County.	`E1527513`	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: Grant County Public Works Department | Statement: [Grant County government, hasBranch, Grant County Public Works Department]

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

Target entity: Grant County Public Works Department
Context triple: [Grant County government, hasBranch, Grant County Public Works Department]

A. Grant County government
Grant County government is the county-level administrative authority responsible for providing public services, law enforcement, and local governance throughout Grant County, Washington.
B. Grant County Public Utility District
Grant County Public Utility District is a publicly owned utility in Washington State that generates and distributes electricity, including major hydroelectric power from facilities on the Columbia River.
C. Lake County Public Works Department
The Lake County Public Works Department is a local government agency responsible for the construction, maintenance, and operation of county infrastructure such as roads, drainage systems, and public facilities in Lake County.
D. Kern County public works
Kern County public works is the county government department responsible for planning, building, and maintaining Kern County’s public infrastructure and related services.
E. Hancock County Building Department
The Hancock County Building Department is the local government office responsible for administering building codes, permits, and inspections within Hancock County.
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: Grant County Public Works Department
Triple: [Grant County government, hasBranch, Grant County Public Works Department]

Generated description

The Grant County Public Works Department is the county agency responsible for planning, building, and maintaining local infrastructure such as roads, bridges, and related public facilities within Grant County.

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

Target entity: Grant County Public Works Department
Target entity description: The Grant County Public Works Department is the county agency responsible for planning, building, and maintaining local infrastructure such as roads, bridges, and related public facilities within Grant County.

A. Grant County government
Grant County government is the county-level administrative authority responsible for providing public services, law enforcement, and local governance throughout Grant County, Washington.
B. Grant County Public Utility District
Grant County Public Utility District is a publicly owned utility in Washington State that generates and distributes electricity, including major hydroelectric power from facilities on the Columbia River.
C. Lake County Public Works Department
The Lake County Public Works Department is a local government agency responsible for the construction, maintenance, and operation of county infrastructure such as roads, drainage systems, and public facilities in Lake County.
D. Kern County public works
Kern County public works is the county government department responsible for planning, building, and maintaining Kern County’s public infrastructure and related services.
E. Hancock County Building Department
The Hancock County Building Department is the local government office responsible for administering building codes, permits, and inspections within Hancock County.
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_69e11e42adb8819087714772ea606709`	completed	April 16, 2026, 5:37 p.m.
NER	Named-entity recognition	`batch_69f138c5b54c8190854690ba599639fa`	completed	April 28, 2026, 10:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0ab66a08848190ac34b6af7a116f49`	completed	May 18, 2026, 6:49 a.m.
NEDg	Description generation	`batch_6a0ab7f904bc81909addafee8773eae0`	completed	May 18, 2026, 6:55 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0ab891ba1c81909c9e9a5f29d4eb54`	completed	May 18, 2026, 6:58 a.m.

Created at: April 16, 2026, 8:39 p.m.