Triple

T19483246

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brown County, Wisconsin	`E487443`	entity
Predicate	operates	`P24`	FINISHED
Object	Brown County Highway Department The Brown County Highway Department is the local government agency responsible for planning, constructing, and maintaining the county’s road and bridge infrastructure in Brown County, Wisconsin.	`E1379031`	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: Brown County Highway Department | Statement: [Brown County, Wisconsin, operates, Brown County Highway Department]

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

Target entity: Brown County Highway Department
Context triple: [Brown County, Wisconsin, operates, Brown County Highway Department]

A. Jackson County Department of Transportation
The Jackson County Department of Transportation is the local government agency responsible for managing transportation infrastructure and services in Jackson County, Michigan, including the operation of Jackson County Airport – Reynolds Field.
B. Hancock County Road Department
The Hancock County Road Department is the local government agency responsible for building, repairing, and maintaining the county’s public roads and related infrastructure.
C. Cook County Department of Transportation and Highways
The Cook County Department of Transportation and Highways is the county agency responsible for planning, building, and maintaining the highway and transportation infrastructure within Cook County, Illinois.
D. County Road 33
County Road 33 is a regional roadway in Ontario that serves as a key access route to and through Wellington and surrounding communities.
E. Montgomery County Department of Transportation
The Montgomery County Department of Transportation is the local government agency responsible for planning, operating, and maintaining Montgomery County, Maryland’s transportation infrastructure and services, including public transit, roads, and pedestrian facilities.
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: Brown County Highway Department
Triple: [Brown County, Wisconsin, operates, Brown County Highway Department]

Generated description

The Brown County Highway Department is the local government agency responsible for planning, constructing, and maintaining the county’s road and bridge infrastructure in Brown County, Wisconsin.

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

Target entity: Brown County Highway Department
Target entity description: The Brown County Highway Department is the local government agency responsible for planning, constructing, and maintaining the county’s road and bridge infrastructure in Brown County, Wisconsin.

A. Jackson County Department of Transportation
The Jackson County Department of Transportation is the local government agency responsible for managing transportation infrastructure and services in Jackson County, Michigan, including the operation of Jackson County Airport – Reynolds Field.
B. Hancock County Road Department
The Hancock County Road Department is the local government agency responsible for building, repairing, and maintaining the county’s public roads and related infrastructure.
C. Cook County Department of Transportation and Highways
The Cook County Department of Transportation and Highways is the county agency responsible for planning, building, and maintaining the highway and transportation infrastructure within Cook County, Illinois.
D. County Road 33
County Road 33 is a regional roadway in Ontario that serves as a key access route to and through Wellington and surrounding communities.
E. Montgomery County Department of Transportation
The Montgomery County Department of Transportation is the local government agency responsible for planning, operating, and maintaining Montgomery County, Maryland’s transportation infrastructure and services, including public transit, roads, and pedestrian facilities.
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_69d8e8d924388190b847cb15bb3d0aff`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6343c23308190a35f462f95338651`	completed	April 20, 2026, 2:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a074057ba44819082582784847a90da`	completed	May 15, 2026, 3:48 p.m.
NEDg	Description generation	`batch_6a0740ff37fc81908e68db633223fb9c`	completed	May 15, 2026, 3:51 p.m.
NED2	Entity disambiguation (via description)	`batch_6a07424880e08190a582da18e3a6af19`	completed	May 15, 2026, 3:56 p.m.

Created at: April 10, 2026, 1:39 p.m.