Triple

T2095626

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Hampshire Department of Transportation	`E32773`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation The Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation is a division responsible for statewide transportation planning, coordination with local communities, and support for projects that improve the state’s transportation systems and infrastructure.	`E32773`	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: Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation | Statement: [New Hampshire Department of Transportation, hasPart, Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation]

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

Target entity: Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation
Context triple: [New Hampshire Department of Transportation, hasPart, Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation]

A. New Hampshire Department of Transportation
The New Hampshire Department of Transportation is the state agency responsible for planning, building, and maintaining New Hampshire’s transportation infrastructure, including highways, bridges, and related facilities.
B. Vermont Agency of Transportation
The Vermont Agency of Transportation is the state government department responsible for planning, building, and maintaining Vermont’s transportation infrastructure, including highways, bridges, public transit, rail, and aviation facilities.
C. Maine Department of Transportation
The Maine Department of Transportation is the state government agency responsible for planning, building, and maintaining Maine’s transportation infrastructure, including highways, bridges, and related facilities.
D. Massachusetts Department of Transportation
The Massachusetts Department of Transportation is the state agency responsible for planning, building, and maintaining Massachusetts’ transportation infrastructure, including highways, public transit, and other mobility systems.
E. Nebraska Department of Transportation
The Nebraska Department of Transportation is the state government agency responsible for planning, building, and maintaining Nebraska’s highway and transportation infrastructure.
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: Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation
Triple: [New Hampshire Department of Transportation, hasPart, Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation]

Generated description

The Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation is a division responsible for statewide transportation planning, coordination with local communities, and support for projects that improve the state’s transportation systems and infrastructure.

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

Target entity: Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation
Target entity description: The Bureau of Planning and Community Assistance of the New Hampshire Department of Transportation is a division responsible for statewide transportation planning, coordination with local communities, and support for projects that improve the state’s transportation systems and infrastructure.

A. New Hampshire Department of Transportation chosen
The New Hampshire Department of Transportation is the state agency responsible for planning, building, and maintaining New Hampshire’s transportation infrastructure, including highways, bridges, and related facilities.
B. Vermont Agency of Transportation
The Vermont Agency of Transportation is the state government department responsible for planning, building, and maintaining Vermont’s transportation infrastructure, including highways, bridges, public transit, rail, and aviation facilities.
C. Maine Department of Transportation
The Maine Department of Transportation is the state government agency responsible for planning, building, and maintaining Maine’s transportation infrastructure, including highways, bridges, and related facilities.
D. Massachusetts Department of Transportation
The Massachusetts Department of Transportation is the state agency responsible for planning, building, and maintaining Massachusetts’ transportation infrastructure, including highways, public transit, and other mobility systems.
E. Nebraska Department of Transportation
The Nebraska Department of Transportation is the state government agency responsible for planning, building, and maintaining Nebraska’s highway and transportation infrastructure.
F. None of above.

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_69a885eba0708190999696a45cbec816`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69abba9b1f048190b82adfb7d8814173`	completed	March 7, 2026, 5:41 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae305eabc48190b6912e05833580d8`	completed	March 9, 2026, 2:28 a.m.
NEDg	Description generation	`batch_69ae30f84d548190b2d99162471207a4`	completed	March 9, 2026, 2:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae317473408190ad67374cfb82a7db`	completed	March 9, 2026, 2:33 a.m.

Created at: March 4, 2026, 7:43 p.m.