Triple

T15561524

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wisconsin State Highway 29	`E371010`	entity
Predicate	westernTerminus	`P388`	FINISHED
Object	U.S. Route 10 near Prescott, Wisconsin U.S. Route 10 near Prescott, Wisconsin is a segment of the federal highway system in western Wisconsin that serves as a key regional connector and junction point for several state routes.	`E1163483`	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: U.S. Route 10 near Prescott, Wisconsin | Statement: [Wisconsin State Highway 29, westernTerminus, U.S. Route 10 near Prescott, Wisconsin]

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

Target entity: U.S. Route 10 near Prescott, Wisconsin
Context triple: [Wisconsin State Highway 29, westernTerminus, U.S. Route 10 near Prescott, Wisconsin]

A. U.S. Route 151 near Waupun area
U.S. Route 151 near the Waupun area is a major four-lane highway corridor in east-central Wisconsin that serves as a key regional route for traffic between Madison, Fond du Lac, and surrounding communities.
B. U.S. Route 10 in Minnesota
U.S. Route 10 in Minnesota is a major east–west U.S. Highway that connects the Fargo–Moorhead area to the Twin Cities region, serving several key communities across central Minnesota.
C. U.S. Route 2 in Wisconsin
U.S. Route 2 in Wisconsin is a major east–west U.S. Highway traversing the northern part of the state, connecting communities near Lake Superior and linking Wisconsin to neighboring states.
D. U.S. Route 53 in Wisconsin
U.S. Route 53 in Wisconsin is a major north–south U.S. Highway that serves as a key transportation corridor through northwestern Wisconsin, connecting communities such as Superior and Eau Claire.
E. U.S. Route 20 near Waterloo, Iowa
U.S. Route 20 near Waterloo, Iowa is a major east–west highway segment in northeastern Iowa that serves the Waterloo–Cedar Falls area and connects with several key regional routes.
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: U.S. Route 10 near Prescott, Wisconsin
Triple: [Wisconsin State Highway 29, westernTerminus, U.S. Route 10 near Prescott, Wisconsin]

Generated description

U.S. Route 10 near Prescott, Wisconsin is a segment of the federal highway system in western Wisconsin that serves as a key regional connector and junction point for several state routes.

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

Target entity: U.S. Route 10 near Prescott, Wisconsin
Target entity description: U.S. Route 10 near Prescott, Wisconsin is a segment of the federal highway system in western Wisconsin that serves as a key regional connector and junction point for several state routes.

A. U.S. Route 151 near Waupun area
U.S. Route 151 near the Waupun area is a major four-lane highway corridor in east-central Wisconsin that serves as a key regional route for traffic between Madison, Fond du Lac, and surrounding communities.
B. U.S. Route 10 in Minnesota
U.S. Route 10 in Minnesota is a major east–west U.S. Highway that connects the Fargo–Moorhead area to the Twin Cities region, serving several key communities across central Minnesota.
C. U.S. Route 2 in Wisconsin
U.S. Route 2 in Wisconsin is a major east–west U.S. Highway traversing the northern part of the state, connecting communities near Lake Superior and linking Wisconsin to neighboring states.
D. U.S. Route 53 in Wisconsin
U.S. Route 53 in Wisconsin is a major north–south U.S. Highway that serves as a key transportation corridor through northwestern Wisconsin, connecting communities such as Superior and Eau Claire.
E. U.S. Route 20 near Waterloo, Iowa
U.S. Route 20 near Waterloo, Iowa is a major east–west highway segment in northeastern Iowa that serves the Waterloo–Cedar Falls area and connects with several key regional routes.
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_69d85cc6cf40819091f4a5facee1ebe6`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04ddb4c0c81909b3f4c75c91f7f3f`	completed	April 16, 2026, 2:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff456821988190971539b683f6c656`	completed	May 9, 2026, 2:32 p.m.
NEDg	Description generation	`batch_69ff46f44b2c81909f65f0ab455c6549`	completed	May 9, 2026, 2:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff477a63b48190a453cf669dfda228`	completed	May 9, 2026, 2:40 p.m.

Created at: April 10, 2026, 4:09 a.m.