Triple

T13296289

Position	Surface form	Disambiguated ID	Type / Status
Subject	Point Roberts	`E316690`	entity
Predicate	hasEmergencyServicesProvidedBy	`P90151`	FINISHED
Object	Whatcom County Sheriff’s Office The Whatcom County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in unincorporated areas of Whatcom County, Washington.	`E1032605`	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: Whatcom County Sheriff’s Office | Statement: [Point Roberts, hasEmergencyServicesProvidedBy, Whatcom County Sheriff’s Office]

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

Target entity: Whatcom County Sheriff’s Office
Context triple: [Point Roberts, hasEmergencyServicesProvidedBy, Whatcom County Sheriff’s Office]

A. Pierce County Sheriff’s Department
The Pierce County Sheriff’s Department is the primary law enforcement agency responsible for policing unincorporated areas and certain municipalities within Pierce County, Washington.
B. King County Sheriff’s Office
The King County Sheriff’s Office is the primary law enforcement agency serving unincorporated areas and numerous contract cities within King County, Washington, providing patrol, investigative, and public safety services.
C. Skagit County Sheriff’s Office
The Skagit County Sheriff’s Office is the primary law enforcement agency responsible for public safety, patrol, and criminal investigations throughout Skagit County, Washington, including its unincorporated communities.
D. Spokane County Sheriff’s Office
The Spokane County Sheriff’s Office is the primary law enforcement agency responsible for policing unincorporated areas and providing public safety services throughout Spokane County, Washington.
E. Whatcom County Public Works
Whatcom County Public Works is a county government department in Washington State responsible for infrastructure services such as roads, solid waste, and the operation of local ferry transportation.
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: Whatcom County Sheriff’s Office
Triple: [Point Roberts, hasEmergencyServicesProvidedBy, Whatcom County Sheriff’s Office]

Generated description

The Whatcom County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in unincorporated areas of Whatcom County, Washington.

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

Target entity: Whatcom County Sheriff’s Office
Target entity description: The Whatcom County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in unincorporated areas of Whatcom County, Washington.

A. Pierce County Sheriff’s Department
The Pierce County Sheriff’s Department is the primary law enforcement agency responsible for policing unincorporated areas and certain municipalities within Pierce County, Washington.
B. King County Sheriff’s Office
The King County Sheriff’s Office is the primary law enforcement agency serving unincorporated areas and numerous contract cities within King County, Washington, providing patrol, investigative, and public safety services.
C. Skagit County Sheriff’s Office
The Skagit County Sheriff’s Office is the primary law enforcement agency responsible for public safety, patrol, and criminal investigations throughout Skagit County, Washington, including its unincorporated communities.
D. Spokane County Sheriff’s Office
The Spokane County Sheriff’s Office is the primary law enforcement agency responsible for policing unincorporated areas and providing public safety services throughout Spokane County, Washington.
E. Whatcom County Public Works
Whatcom County Public Works is a county government department in Washington State responsible for infrastructure services such as roads, solid waste, and the operation of local ferry transportation.
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_69d806b40ab4819094adf6c374f4811a`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d99079c8508190b6208db9affcbc0e`	completed	April 11, 2026, 12:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f716dad3648190bf360955fbdfb2f0`	completed	May 3, 2026, 9:35 a.m.
NEDg	Description generation	`batch_69f7177e07508190b46e6a12f09e7986`	completed	May 3, 2026, 9:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69f717e72b988190927b628022bcbf12`	completed	May 3, 2026, 9:39 a.m.

Created at: April 9, 2026, 9:28 p.m.