Triple

T12655167
Position Surface form Disambiguated ID Type / Status
Subject Transportation in Roanoke County, Virginia E302260 entity
Predicate maintainedBy P86 FINISHED
Object Roanoke County government
Roanoke County government is the local governing body responsible for administering public services, infrastructure, and regulations within Roanoke County, Virginia.
E994904 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: Roanoke County government | Statement: [Transportation in Roanoke County, Virginia, maintainedBy, Roanoke County government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roanoke County government
Context triple: [Transportation in Roanoke County, Virginia, maintainedBy, Roanoke County government]
  • A. Albemarle County government
    Albemarle County government is the local administrative authority responsible for providing public services, implementing policies, and overseeing governance for Albemarle County, Virginia.
  • B. Roanoke County, Virginia
    Roanoke County, Virginia is a largely suburban and rural county in western Virginia that surrounds the independent city of Roanoke and serves as part of the Roanoke metropolitan area.
  • C. Fauquier County government
    Fauquier County government is the local governing body responsible for administering public services, regulations, and community resources within Fauquier County, Virginia.
  • D. Pittsylvania County, Virginia
    Pittsylvania County, Virginia is a largely rural county in south-central Virginia known for its agricultural landscape, small towns, and location along major transportation routes between Lynchburg and Danville.
  • E. Surry County, Virginia
    Surry County, Virginia is a rural county in southeastern Virginia known for its historic plantations, agricultural landscape, and location across the James River from the Williamsburg–Jamestown area.
  • 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: Roanoke County government
Triple: [Transportation in Roanoke County, Virginia, maintainedBy, Roanoke County government]
Generated description
Roanoke County government is the local governing body responsible for administering public services, infrastructure, and regulations within Roanoke County, Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roanoke County government
Target entity description: Roanoke County government is the local governing body responsible for administering public services, infrastructure, and regulations within Roanoke County, Virginia.
  • A. Albemarle County government
    Albemarle County government is the local administrative authority responsible for providing public services, implementing policies, and overseeing governance for Albemarle County, Virginia.
  • B. Roanoke County, Virginia
    Roanoke County, Virginia is a largely suburban and rural county in western Virginia that surrounds the independent city of Roanoke and serves as part of the Roanoke metropolitan area.
  • C. Fauquier County government
    Fauquier County government is the local governing body responsible for administering public services, regulations, and community resources within Fauquier County, Virginia.
  • D. Pittsylvania County, Virginia
    Pittsylvania County, Virginia is a largely rural county in south-central Virginia known for its agricultural landscape, small towns, and location along major transportation routes between Lynchburg and Danville.
  • E. Surry County, Virginia
    Surry County, Virginia is a rural county in southeastern Virginia known for its historic plantations, agricultural landscape, and location across the James River from the Williamsburg–Jamestown area.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961620b188190a8a8569f1133a9cf completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f668832c7081909eb75429efba493e completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697d8ac88190b4ead9ce47f3a705 completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a2da60881909b0a689821456bb4 completed May 2, 2026, 9:18 p.m.
Created at: April 9, 2026, 5:18 p.m.