Triple

T2228378

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Route 19	`E48706`	entity
Predicate	hasBusinessRoute	`P12841`	FINISHED
Object	U.S. Route 19 Business (Bryson City, North Carolina) U.S. Route 19 Business (Bryson City, North Carolina) is a business loop of U.S. Route 19 that serves the downtown area of Bryson City, providing local access separate from the main highway.	`E244873`	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 19 Business (Bryson City, North Carolina) | Statement: [U.S. Route 19, hasBusinessRoute, U.S. Route 19 Business (Bryson City, North Carolina)]

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

Target entity: U.S. Route 19 Business (Bryson City, North Carolina)
Context triple: [U.S. Route 19, hasBusinessRoute, U.S. Route 19 Business (Bryson City, North Carolina)]

A. U.S. Route 17 Business (Warrenton)
U.S. Route 17 Business (Warrenton) is a business route of U.S. Route 17 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connections with other major highways.
B. U.S. Route 29 Business in Lynchburg
U.S. Route 29 Business in Lynchburg is a business loop of U.S. Route 29 that serves as a primary surface thoroughfare through the city of Lynchburg, Virginia, providing local access to downtown and surrounding neighborhoods.
C. U.S. Route 321 Business
U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
D. U.S. Route 15 Business (Warrenton)
U.S. Route 15 Business (Warrenton) is a business route of U.S. Route 15 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connecting with other major routes.
E. North Carolina Highway 902
North Carolina Highway 902 is a primary state highway in central North Carolina that serves as an important east–west route through rural Chatham County and surrounding areas.
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 19 Business (Bryson City, North Carolina)
Triple: [U.S. Route 19, hasBusinessRoute, U.S. Route 19 Business (Bryson City, North Carolina)]

Generated description

U.S. Route 19 Business (Bryson City, North Carolina) is a business loop of U.S. Route 19 that serves the downtown area of Bryson City, providing local access separate from the main highway.

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

Target entity: U.S. Route 19 Business (Bryson City, North Carolina)
Target entity description: U.S. Route 19 Business (Bryson City, North Carolina) is a business loop of U.S. Route 19 that serves the downtown area of Bryson City, providing local access separate from the main highway.

A. U.S. Route 17 Business (Warrenton)
U.S. Route 17 Business (Warrenton) is a business route of U.S. Route 17 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connections with other major highways.
B. U.S. Route 29 Business in Lynchburg
U.S. Route 29 Business in Lynchburg is a business loop of U.S. Route 29 that serves as a primary surface thoroughfare through the city of Lynchburg, Virginia, providing local access to downtown and surrounding neighborhoods.
C. U.S. Route 321 Business
U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
D. U.S. Route 15 Business (Warrenton)
U.S. Route 15 Business (Warrenton) is a business route of U.S. Route 15 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connecting with other major routes.
E. North Carolina Highway 902
North Carolina Highway 902 is a primary state highway in central North Carolina that serves as an important east–west route through rural Chatham County and surrounding areas.
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_69a88aa51b388190949868ec9766e587`	completed	March 4, 2026, 7:40 p.m.
NER	Named-entity recognition	`batch_69abc0670ce48190b98814064bff0517`	completed	March 7, 2026, 6:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae6567b64c8190ab718f20bbf033df`	completed	March 9, 2026, 6:15 a.m.
NEDg	Description generation	`batch_69ae666bd32c81909ff15201757a6c76`	completed	March 9, 2026, 6:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae66d8ba688190a2102c00fc6231c4`	completed	March 9, 2026, 6:21 a.m.

Created at: March 4, 2026, 7:47 p.m.