Triple

T16094085

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 41	`E390434`	entity
Predicate	category	`P87`	FINISHED
Object	United States Numbered Highway in Wisconsin United States Numbered Highway in Wisconsin refers to any segment of the federal U.S. Highway System that runs through the state of Wisconsin, forming part of its primary road network.	`E1195905`	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: United States Numbered Highway in Wisconsin | Statement: [U.S. Route 41, category, United States Numbered Highway in Wisconsin]

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

Target entity: United States Numbered Highway in Wisconsin
Context triple: [U.S. Route 41, category, United States Numbered Highway in Wisconsin]

A. Wisconsin State Trunk Highway system
The Wisconsin State Trunk Highway system is the statewide network of numbered state-maintained highways that connects cities, towns, and regions throughout Wisconsin.
B. United States numbered state highways
United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
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. Illinois state highway system
The Illinois state highway system is a network of state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Illinois.
E. Virginia Interstate Highway System
The Virginia Interstate Highway System is the network of federally designated Interstate highways that provide high-speed, limited-access routes across and through the Commonwealth of Virginia, connecting major cities, regions, and neighboring states.
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: United States Numbered Highway in Wisconsin
Triple: [U.S. Route 41, category, United States Numbered Highway in Wisconsin]

Generated description

United States Numbered Highway in Wisconsin refers to any segment of the federal U.S. Highway System that runs through the state of Wisconsin, forming part of its primary road network.

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

Target entity: United States Numbered Highway in Wisconsin
Target entity description: United States Numbered Highway in Wisconsin refers to any segment of the federal U.S. Highway System that runs through the state of Wisconsin, forming part of its primary road network.

A. Wisconsin State Trunk Highway system
The Wisconsin State Trunk Highway system is the statewide network of numbered state-maintained highways that connects cities, towns, and regions throughout Wisconsin.
B. United States numbered state highways
United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
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. Illinois state highway system
The Illinois state highway system is a network of state-maintained roads and highways that connect cities, towns, and rural areas throughout the state of Illinois.
E. Virginia Interstate Highway System
The Virginia Interstate Highway System is the network of federally designated Interstate highways that provide high-speed, limited-access routes across and through the Commonwealth of Virginia, connecting major cities, regions, and neighboring states.
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_69d87f198bc48190a8b7e53ca15b7ead`	completed	April 10, 2026, 4:39 a.m.
NER	Named-entity recognition	`batch_69e1859196808190ae30b4f7c1641eed`	completed	April 17, 2026, 12:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fff29da7008190aebeb35113e726ef`	completed	May 10, 2026, 2:51 a.m.
NEDg	Description generation	`batch_69fff3ea3b448190b5317c8d5ef3d78a`	completed	May 10, 2026, 2:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69fff447e1248190a3a1386946172429`	completed	May 10, 2026, 2:58 a.m.

Created at: April 10, 2026, 4:59 a.m.