Triple

T15668844

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Highways in Maryland	`E377254`	entity
Predicate	hasRoute	`P4374`	FINISHED
Object	U.S. Route 15 Business in Emmitsburg, Maryland U.S. Route 15 Business in Emmitsburg, Maryland is a business loop of U.S. Route 15 that serves as the main local thoroughfare through the town of Emmitsburg.	`E1170050`	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 15 Business in Emmitsburg, Maryland | Statement: [U.S. Highways in Maryland, hasRoute, U.S. Route 15 Business in Emmitsburg, Maryland]

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

Target entity: U.S. Route 15 Business in Emmitsburg, Maryland
Context triple: [U.S. Highways in Maryland, hasRoute, U.S. Route 15 Business in Emmitsburg, Maryland]

A. 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.
B. U.S. Route 15 in Virginia
U.S. Route 15 in Virginia is a north–south federal highway that traverses the central part of the state, connecting rural communities and small towns between the North Carolina and Maryland borders.
C. U.S. Route 13 in Pennsylvania
U.S. Route 13 in Pennsylvania is a major north–south highway in the eastern part of the state that serves communities in the Philadelphia metropolitan area, including Falls Township in Bucks County.
D. 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.
E. 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.
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 15 Business in Emmitsburg, Maryland
Triple: [U.S. Highways in Maryland, hasRoute, U.S. Route 15 Business in Emmitsburg, Maryland]

Generated description

U.S. Route 15 Business in Emmitsburg, Maryland is a business loop of U.S. Route 15 that serves as the main local thoroughfare through the town of Emmitsburg.

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

Target entity: U.S. Route 15 Business in Emmitsburg, Maryland
Target entity description: U.S. Route 15 Business in Emmitsburg, Maryland is a business loop of U.S. Route 15 that serves as the main local thoroughfare through the town of Emmitsburg.

A. 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.
B. U.S. Route 15 in Virginia
U.S. Route 15 in Virginia is a north–south federal highway that traverses the central part of the state, connecting rural communities and small towns between the North Carolina and Maryland borders.
C. U.S. Route 13 in Pennsylvania
U.S. Route 13 in Pennsylvania is a major north–south highway in the eastern part of the state that serves communities in the Philadelphia metropolitan area, including Falls Township in Bucks County.
D. 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.
E. 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.
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.