Triple
T12655177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transportation in Roanoke County, Virginia |
E302260
|
entity |
| Predicate | planningAuthority |
P11585
|
FINISHED |
| Object |
Roanoke Valley–Alleghany Regional Commission
The Roanoke Valley–Alleghany Regional Commission is a regional planning organization that coordinates transportation, land use, and economic development initiatives for local governments in the Roanoke Valley and Alleghany areas of Virginia.
|
E994533
|
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 Valley–Alleghany Regional Commission | Statement: [Transportation in Roanoke County, Virginia, planningAuthority, Roanoke Valley–Alleghany Regional Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roanoke Valley–Alleghany Regional Commission Context triple: [Transportation in Roanoke County, Virginia, planningAuthority, Roanoke Valley–Alleghany Regional Commission]
-
A.
Western Piedmont Council of Governments
The Western Piedmont Council of Governments is a regional planning and intergovernmental agency that coordinates land use, transportation, and economic development efforts among local governments in the western Piedmont region of North Carolina.
-
B.
Appalachian Regional Commission
The Appalachian Regional Commission is a U.S. federal–state partnership agency that promotes economic development and improves infrastructure and quality of life across the Appalachian region.
-
C.
Piedmont Regional Council
The Piedmont Regional Council is the legislative assembly of the Italian region of Piedmont, responsible for making regional laws and overseeing the regional government.
-
D.
Roanoke metropolitan area
The Roanoke metropolitan area is a regional urban and economic hub in western Virginia centered on the city of Roanoke and its surrounding communities.
-
E.
Southwestern Virginia
Southwestern Virginia is a largely rural, mountainous region of the Commonwealth of Virginia, known for its Appalachian culture, coal-mining heritage, and scenic landscapes.
- 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 Valley–Alleghany Regional Commission Triple: [Transportation in Roanoke County, Virginia, planningAuthority, Roanoke Valley–Alleghany Regional Commission]
Generated description
The Roanoke Valley–Alleghany Regional Commission is a regional planning organization that coordinates transportation, land use, and economic development initiatives for local governments in the Roanoke Valley and Alleghany areas of Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roanoke Valley–Alleghany Regional Commission Target entity description: The Roanoke Valley–Alleghany Regional Commission is a regional planning organization that coordinates transportation, land use, and economic development initiatives for local governments in the Roanoke Valley and Alleghany areas of Virginia.
-
A.
Western Piedmont Council of Governments
The Western Piedmont Council of Governments is a regional planning and intergovernmental agency that coordinates land use, transportation, and economic development efforts among local governments in the western Piedmont region of North Carolina.
-
B.
Appalachian Regional Commission
The Appalachian Regional Commission is a U.S. federal–state partnership agency that promotes economic development and improves infrastructure and quality of life across the Appalachian region.
-
C.
Piedmont Regional Council
The Piedmont Regional Council is the legislative assembly of the Italian region of Piedmont, responsible for making regional laws and overseeing the regional government.
-
D.
Roanoke metropolitan area
The Roanoke metropolitan area is a regional urban and economic hub in western Virginia centered on the city of Roanoke and its surrounding communities.
-
E.
Southwestern Virginia
Southwestern Virginia is a largely rural, mountainous region of the Commonwealth of Virginia, known for its Appalachian culture, coal-mining heritage, and scenic landscapes.
- 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_69f66a2fa350819091f12e16d59c2278 |
completed | May 2, 2026, 9:18 p.m. |
Created at: April 9, 2026, 5:18 p.m.