Triple

T15668842

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Highways in Maryland	`E377254`	entity
Predicate	hasRoute	`P4374`	FINISHED
Object	U.S. Route 50 Business in Salisbury, Maryland U.S. Route 50 Business in Salisbury, Maryland is a business loop of U.S. Route 50 that serves as a primary surface street corridor through the city of Salisbury.	`E1170049`	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 50 Business in Salisbury, Maryland | Statement: [U.S. Highways in Maryland, hasRoute, U.S. Route 50 Business in Salisbury, Maryland]

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

Target entity: U.S. Route 50 Business in Salisbury, Maryland
Context triple: [U.S. Highways in Maryland, hasRoute, U.S. Route 50 Business in Salisbury, Maryland]

A. U.S. Route 50 in Maryland
U.S. Route 50 in Maryland is a major east–west highway that connects the Washington, D.C. suburbs with Annapolis and the Eastern Shore, serving as a key commuter and beach-bound travel corridor.
B. U.S. Route 50 in Landover Hills, Maryland
U.S. Route 50 in Landover Hills, Maryland is a major east–west highway segment in Prince George’s County that serves as a key commuter and regional connector between Washington, D.C. and points east.
C. U.S. Route 50 near Bowie, Maryland
U.S. Route 50 near Bowie, Maryland is a major east–west highway corridor in central Maryland that serves as a key commuter and regional route connecting the Washington, D.C. area with Annapolis and the Eastern Shore.
D. U.S. Route 50 Business
U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
E. U.S. Route 40 in Maryland
U.S. Route 40 in Maryland is a major east–west highway that traverses the state, connecting urban centers like Baltimore with rural and mountainous regions including the South Mountain area.
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 50 Business in Salisbury, Maryland
Triple: [U.S. Highways in Maryland, hasRoute, U.S. Route 50 Business in Salisbury, Maryland]

Generated description

U.S. Route 50 Business in Salisbury, Maryland is a business loop of U.S. Route 50 that serves as a primary surface street corridor through the city of Salisbury.

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

Target entity: U.S. Route 50 Business in Salisbury, Maryland
Target entity description: U.S. Route 50 Business in Salisbury, Maryland is a business loop of U.S. Route 50 that serves as a primary surface street corridor through the city of Salisbury.

A. U.S. Route 50 in Maryland
U.S. Route 50 in Maryland is a major east–west highway that connects the Washington, D.C. suburbs with Annapolis and the Eastern Shore, serving as a key commuter and beach-bound travel corridor.
B. U.S. Route 50 in Landover Hills, Maryland
U.S. Route 50 in Landover Hills, Maryland is a major east–west highway segment in Prince George’s County that serves as a key commuter and regional connector between Washington, D.C. and points east.
C. U.S. Route 50 near Bowie, Maryland
U.S. Route 50 near Bowie, Maryland is a major east–west highway corridor in central Maryland that serves as a key commuter and regional route connecting the Washington, D.C. area with Annapolis and the Eastern Shore.
D. U.S. Route 50 Business
U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
E. U.S. Route 40 in Maryland
U.S. Route 40 in Maryland is a major east–west highway that traverses the state, connecting urban centers like Baltimore with rural and mountainous regions including the South Mountain area.
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_69d85cd2e28481909d4e975bee20872f`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04f1254508190a77a16b7bfd299ad`	completed	April 16, 2026, 2:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff67a431208190b7e0d1eefd55504a`	completed	May 9, 2026, 4:58 p.m.
NEDg	Description generation	`batch_69ff6959c200819098d11682b3078766`	completed	May 9, 2026, 5:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff69b4b9dc8190920c399b737cf2a3`	completed	May 9, 2026, 5:07 p.m.

Created at: April 10, 2026, 4:16 a.m.