Triple

T6453169

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 283	`E139922`	entity
Predicate	category	`P87`	FINISHED
Object	U.S. Highways in Nebraska U.S. Highways in Nebraska are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, towns, and neighboring states.	`E594553`	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. Highways in Nebraska | Statement: [U.S. Route 283, category, U.S. Highways in Nebraska]

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

Target entity: U.S. Highways in Nebraska
Context triple: [U.S. Route 283, category, U.S. Highways in Nebraska]

A. U.S. Highways in Iowa
U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
B. U.S. Highways in Missouri
U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
C. U.S. Highways in Indiana
U.S. Highways in Indiana are a network of federally designated routes that provide major north–south and east–west transportation corridors across the state, connecting cities, towns, and neighboring states.
D. Interstate Highways in Iowa
Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
E. U.S. Highways in Louisiana
U.S. Highways in Louisiana are a network of federally designated routes that connect major cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
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. Highways in Nebraska
Triple: [U.S. Route 283, category, U.S. Highways in Nebraska]

Generated description

U.S. Highways in Nebraska are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, towns, and neighboring states.

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

Target entity: U.S. Highways in Nebraska
Target entity description: U.S. Highways in Nebraska are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, towns, and neighboring states.

A. U.S. Highways in Iowa
U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
B. U.S. Highways in Missouri
U.S. Highways in Missouri are a network of federally designated routes that facilitate regional and interstate travel across the state, connecting major cities, towns, and neighboring states.
C. U.S. Highways in Indiana
U.S. Highways in Indiana are a network of federally designated routes that provide major north–south and east–west transportation corridors across the state, connecting cities, towns, and neighboring states.
D. Interstate Highways in Iowa
Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
E. U.S. Highways in Louisiana
U.S. Highways in Louisiana are a network of federally designated routes that connect major cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
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_69c008b301948190a35854e5284dc822`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c069d1c7c481909df9d2369edf5e74`	completed	March 22, 2026, 10:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c64bd982208190bbf5f00a85f7098d`	completed	March 27, 2026, 9:20 a.m.
NEDg	Description generation	`batch_69c64d8fe71881908417dc1d3f242bd5`	completed	March 27, 2026, 9:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69c64e5cd1b88190abcdc8af02991d1d`	completed	March 27, 2026, 9:31 a.m.

Created at: March 22, 2026, 4:47 p.m.