Triple

T2830327
Position Surface form Disambiguated ID Type / Status
Subject Virginia State Route 24 E62219 entity
Predicate category P87 FINISHED
Object Transportation in Roanoke County, Virginia
Transportation in Roanoke County, Virginia encompasses the network of roads, highways, and related infrastructure that connect the county’s communities with the broader Roanoke metropolitan area and the rest of the state.
E302260 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: Transportation in Roanoke County, Virginia | Statement: [Virginia State Route 24, category, Transportation in Roanoke County, Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transportation in Roanoke County, Virginia
Context triple: [Virginia State Route 24, category, Transportation in Roanoke County, Virginia]
  • A. Transportation in Prince William County, Virginia
    Transportation in Prince William County, Virginia encompasses the network of roads, highways, public transit services, and related infrastructure that support local and regional travel within this fast-growing Northern Virginia jurisdiction.
  • B. Fairfax County road network
    The Fairfax County road network is the extensive system of highways, arterial roads, and local streets that supports daily transportation and regional connectivity within Fairfax County, Virginia.
  • C. 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.
  • D. Hampton Roads Transit bus network
    The Hampton Roads Transit bus network is a regional public transportation system serving Norfolk and surrounding cities in the Hampton Roads area of southeastern Virginia.
  • E. Virginia Railway Express
    Virginia Railway Express is a commuter rail service that connects Northern Virginia suburbs with Washington, D.C., primarily serving daily work commuters.
  • 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: Transportation in Roanoke County, Virginia
Triple: [Virginia State Route 24, category, Transportation in Roanoke County, Virginia]
Generated description
Transportation in Roanoke County, Virginia encompasses the network of roads, highways, and related infrastructure that connect the county’s communities with the broader Roanoke metropolitan area and the rest of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transportation in Roanoke County, Virginia
Target entity description: Transportation in Roanoke County, Virginia encompasses the network of roads, highways, and related infrastructure that connect the county’s communities with the broader Roanoke metropolitan area and the rest of the state.
  • A. Transportation in Prince William County, Virginia
    Transportation in Prince William County, Virginia encompasses the network of roads, highways, public transit services, and related infrastructure that support local and regional travel within this fast-growing Northern Virginia jurisdiction.
  • B. Fairfax County road network
    The Fairfax County road network is the extensive system of highways, arterial roads, and local streets that supports daily transportation and regional connectivity within Fairfax County, Virginia.
  • C. 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.
  • D. Hampton Roads Transit bus network
    The Hampton Roads Transit bus network is a regional public transportation system serving Norfolk and surrounding cities in the Hampton Roads area of southeastern Virginia.
  • E. Virginia Railway Express
    Virginia Railway Express is a commuter rail service that connects Northern Virginia suburbs with Washington, D.C., primarily serving daily work commuters.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdebbde4881908dfa78e28c7018e0 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceb771d48190a1467a6e58f756ad completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afd21bf66481909d0416cf591fc2cf completed March 10, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_69afd28839a881909c758e2ea202242a completed March 10, 2026, 8:12 a.m.
Created at: March 6, 2026, 10:01 p.m.