Triple

T15561543

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wisconsin State Highway 29	`E371010`	entity
Predicate	intersects	`P1018`	FINISHED
Object	Interstate 94 near Elk Mound, Wisconsin Interstate 94 near Elk Mound, Wisconsin is a major east–west freeway segment in western Wisconsin that serves as a key regional junction and transportation corridor.	`E1163485`	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: Interstate 94 near Elk Mound, Wisconsin | Statement: [Wisconsin State Highway 29, intersects, Interstate 94 near Elk Mound, Wisconsin]

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

Target entity: Interstate 94 near Elk Mound, Wisconsin
Context triple: [Wisconsin State Highway 29, intersects, Interstate 94 near Elk Mound, Wisconsin]

A. Interstate 94 in Northbrook, Illinois
Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
B. Interstate 74 in Champaign, Illinois
Interstate 74 in Champaign, Illinois is a major east–west freeway that serves as a key regional transportation corridor and junction point with Interstate 57.
C. Interstate 94 in St. Clair Shores
Interstate 94 in St. Clair Shores is a segment of the major east–west freeway running along the Lake St. Clair shoreline in Michigan, serving as a key commuter and regional traffic corridor northeast of Detroit.
D. I-794 (Wisconsin)
I-794 (Wisconsin) is an auxiliary Interstate highway in Milwaukee that connects downtown to the Lake Freeway and the Lake Michigan lakefront.
E. Interstate 80/Interstate 94/Interstate 294 in South Holland, Illinois
Interstate 80/Interstate 94/Interstate 294 in South Holland, Illinois is a major highway interchange in the Chicago metropolitan area where three key Interstate routes converge and connect regional and long-distance traffic.
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: Interstate 94 near Elk Mound, Wisconsin
Triple: [Wisconsin State Highway 29, intersects, Interstate 94 near Elk Mound, Wisconsin]

Generated description

Interstate 94 near Elk Mound, Wisconsin is a major east–west freeway segment in western Wisconsin that serves as a key regional junction and transportation corridor.

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

Target entity: Interstate 94 near Elk Mound, Wisconsin
Target entity description: Interstate 94 near Elk Mound, Wisconsin is a major east–west freeway segment in western Wisconsin that serves as a key regional junction and transportation corridor.

A. Interstate 94 in Northbrook, Illinois
Interstate 94 in Northbrook, Illinois is a major segment of the I-94 freeway in Chicago’s northern suburbs, carrying regional and commuter traffic between the city and communities to the north and northwest.
B. Interstate 74 in Champaign, Illinois
Interstate 74 in Champaign, Illinois is a major east–west freeway that serves as a key regional transportation corridor and junction point with Interstate 57.
C. Interstate 94 in St. Clair Shores
Interstate 94 in St. Clair Shores is a segment of the major east–west freeway running along the Lake St. Clair shoreline in Michigan, serving as a key commuter and regional traffic corridor northeast of Detroit.
D. I-794 (Wisconsin)
I-794 (Wisconsin) is an auxiliary Interstate highway in Milwaukee that connects downtown to the Lake Freeway and the Lake Michigan lakefront.
E. Interstate 80/Interstate 94/Interstate 294 in South Holland, Illinois
Interstate 80/Interstate 94/Interstate 294 in South Holland, Illinois is a major highway interchange in the Chicago metropolitan area where three key Interstate routes converge and connect regional and long-distance traffic.
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.