Triple

T8922789

Position	Surface form	Disambiguated ID	Type / Status
Subject	Virginia primary state highway system	`E212465`	entity
Predicate	fundedBy	`P67`	FINISHED
Object	Commonwealth Transportation Fund of Virginia The Commonwealth Transportation Fund of Virginia is the primary financial resource the state uses to support, maintain, and improve its transportation infrastructure and services.	`E766910`	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: Commonwealth Transportation Fund of Virginia | Statement: [Virginia primary state highway system, fundedBy, Commonwealth Transportation Fund of Virginia]

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

Target entity: Commonwealth Transportation Fund of Virginia
Context triple: [Virginia primary state highway system, fundedBy, Commonwealth Transportation Fund of Virginia]

A. Virginia Department of Transportation
The Virginia Department of Transportation is the state agency responsible for planning, building, and maintaining Virginia’s highway system and other transportation infrastructure.
B. Commonwealth of Virginia transportation agencies
The Commonwealth of Virginia transportation agencies are the state-level public bodies responsible for planning, funding, building, and operating Virginia’s transportation systems, including highways, transit, rail, ports, and aviation.
C. Virginia Department of Rail and Public Transportation
The Virginia Department of Rail and Public Transportation is a state agency responsible for planning, funding, and improving passenger and freight rail, public transit, and commuter services across the Commonwealth of Virginia.
D. Office of the Secretary of Transportation of Virginia
The Office of the Secretary of Transportation of Virginia is the state-level executive office that oversees and coordinates Virginia’s transportation agencies and policies, including rail, public transit, highways, and other modes of travel.
E. Potomac and Rappahannock Transportation Commission
The Potomac and Rappahannock Transportation Commission is a regional transit agency in Northern Virginia that oversees and funds commuter rail and bus services for member jurisdictions south of Washington, D.C.
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: Commonwealth Transportation Fund of Virginia
Triple: [Virginia primary state highway system, fundedBy, Commonwealth Transportation Fund of Virginia]

Generated description

The Commonwealth Transportation Fund of Virginia is the primary financial resource the state uses to support, maintain, and improve its transportation infrastructure and services.

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

Target entity: Commonwealth Transportation Fund of Virginia
Target entity description: The Commonwealth Transportation Fund of Virginia is the primary financial resource the state uses to support, maintain, and improve its transportation infrastructure and services.

A. Virginia Department of Transportation
The Virginia Department of Transportation is the state agency responsible for planning, building, and maintaining Virginia’s highway system and other transportation infrastructure.
B. Commonwealth of Virginia transportation agencies
The Commonwealth of Virginia transportation agencies are the state-level public bodies responsible for planning, funding, building, and operating Virginia’s transportation systems, including highways, transit, rail, ports, and aviation.
C. Virginia Department of Rail and Public Transportation
The Virginia Department of Rail and Public Transportation is a state agency responsible for planning, funding, and improving passenger and freight rail, public transit, and commuter services across the Commonwealth of Virginia.
D. Office of the Secretary of Transportation of Virginia
The Office of the Secretary of Transportation of Virginia is the state-level executive office that oversees and coordinates Virginia’s transportation agencies and policies, including rail, public transit, highways, and other modes of travel.
E. Potomac and Rappahannock Transportation Commission
The Potomac and Rappahannock Transportation Commission is a regional transit agency in Northern Virginia that oversees and funds commuter rail and bus services for member jurisdictions south of Washington, D.C.
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_69ca839481d48190b42b037e0d0f636c`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc665143688190872c681f4299bd9f`	completed	April 1, 2026, 12:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfba5480d48190bf126caaa882d39e`	completed	April 3, 2026, 1:02 p.m.
NEDg	Description generation	`batch_69cfbb0db6848190a375196a021d1bb9`	completed	April 3, 2026, 1:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfbf7f551c819089830d16fe55599e`	completed	April 3, 2026, 1:24 p.m.

Created at: March 30, 2026, 6:56 p.m.