Triple

T3838468

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vermont Agency of Transportation	`E93392`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Operations Division of the Vermont Agency of Transportation The Operations Division of the Vermont Agency of Transportation is the branch responsible for the day-to-day management, maintenance, and safe operation of the state’s transportation infrastructure and services.	`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: Operations Division of the Vermont Agency of Transportation | Statement: [Vermont Agency of Transportation, hasDivision, Operations Division of the Vermont Agency of Transportation]

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

Target entity: Operations Division of the Vermont Agency of Transportation
Context triple: [Vermont Agency of Transportation, hasDivision, Operations 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. 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.
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. SecDOT
SecDOT is the commonly used abbreviation for the United States Secretary of Transportation, the Cabinet-level official who oversees federal transportation policy and programs.
E. Connecticut Department of Transportation
The Connecticut Department of Transportation is the state agency responsible for planning, developing, and managing Connecticut’s transportation infrastructure, including highways, public transit, rail, and aviation systems.
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: Operations Division of the Vermont Agency of Transportation
Triple: [Vermont Agency of Transportation, hasDivision, Operations Division of the Vermont Agency of Transportation]

Generated description

The Operations Division of the Vermont Agency of Transportation is the branch responsible for the day-to-day management, maintenance, and safe operation of the state’s transportation infrastructure and services.

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

Target entity: Operations Division of the Vermont Agency of Transportation
Target entity description: The Operations Division of the Vermont Agency of Transportation is the branch responsible for the day-to-day management, maintenance, and safe operation of the state’s transportation infrastructure and services.

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. 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.
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. SecDOT
SecDOT is the commonly used abbreviation for the United States Secretary of Transportation, the Cabinet-level official who oversees federal transportation policy and programs.
E. Connecticut Department of Transportation
The Connecticut Department of Transportation is the state agency responsible for planning, developing, and managing Connecticut’s transportation infrastructure, including highways, public transit, rail, and aviation systems.
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_69b51228a7a48190bc42898be15b450b`	completed	March 14, 2026, 7:45 a.m.
NEDg	Description generation	`batch_69b512e3721c8190accd26499191c153`	completed	March 14, 2026, 7:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69b513618b888190acda94dcc91d24d2`	completed	March 14, 2026, 7:50 a.m.

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