Triple

T3838466

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vermont Agency of Transportation	`E93392`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Public Transit Division of the Vermont Agency of Transportation The Public Transit Division of the Vermont Agency of Transportation is the state-level unit responsible for planning, funding, and overseeing public transportation services across Vermont.	`E93392`	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: Public Transit Division of the Vermont Agency of Transportation | Statement: [Vermont Agency of Transportation, hasDivision, Public Transit Division of the Vermont Agency of Transportation]

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

Target entity: Public Transit Division of the Vermont Agency of Transportation
Context triple: [Vermont Agency of Transportation, hasDivision, Public Transit Division of the Vermont Agency of Transportation]

A. 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.
B. Transit Bureau
The Transit Bureau is the division of the New York City Police Department responsible for policing and ensuring safety within the city’s public transit system, particularly the subway.
C. Public Transport Commission
The Public Transport Commission was a New South Wales government agency responsible for operating and coordinating public transport services, including rail, in the state during the 1970s and early 1980s.
D. Mass Transit Administration
The Mass Transit Administration was the former name of Maryland’s statewide public transportation agency responsible for operating and overseeing transit services.
E. Burlington Transit
Burlington Transit is the public bus transportation system serving the city of Burlington, Ontario, Canada.
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: Public Transit Division of the Vermont Agency of Transportation
Triple: [Vermont Agency of Transportation, hasDivision, Public Transit Division of the Vermont Agency of Transportation]

Generated description

The Public Transit Division of the Vermont Agency of Transportation is the state-level unit responsible for planning, funding, and overseeing public transportation services across Vermont.

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

Target entity: Public Transit Division of the Vermont Agency of Transportation
Target entity description: The Public Transit Division of the Vermont Agency of Transportation is the state-level unit responsible for planning, funding, and overseeing public transportation services across Vermont.

A. Vermont Agency of Transportation chosen
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.
B. Transit Bureau
The Transit Bureau is the division of the New York City Police Department responsible for policing and ensuring safety within the city’s public transit system, particularly the subway.
C. Public Transport Commission
The Public Transport Commission was a New South Wales government agency responsible for operating and coordinating public transport services, including rail, in the state during the 1970s and early 1980s.
D. Mass Transit Administration
The Mass Transit Administration was the former name of Maryland’s statewide public transportation agency responsible for operating and overseeing transit services.
E. Burlington Transit
Burlington Transit is the public bus transportation system serving the city of Burlington, Ontario, Canada.
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_69aed96ce578819084ab16e3439976c9`	completed	March 9, 2026, 2:30 p.m.
NER	Named-entity recognition	`batch_69aeeb9d11f081909fc51e84657ec7f1`	completed	March 9, 2026, 3:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5040835dc81909ecf5053128f1cc7`	completed	March 14, 2026, 6:45 a.m.
NEDg	Description generation	`batch_69b507cfee048190a41ad30f4ceaf6c8`	completed	March 14, 2026, 7:01 a.m.
NED2	Entity disambiguation (via description)	`batch_69b50857e9ec8190bb03f13c4573b779`	completed	March 14, 2026, 7:03 a.m.

Created at: March 9, 2026, 3:18 p.m.