Triple
T325984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 29 in Virginia |
E6518
|
entity |
| Predicate | hasBusinessRoute |
P12841
|
FINISHED |
| Object |
U.S. Route 29 Business in Warrenton
U.S. Route 29 Business in Warrenton is a business loop of U.S. Route 29 that serves local traffic through the town of Warrenton, Virginia, providing access to its downtown and nearby commercial areas.
|
E44708
|
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: U.S. Route 29 Business in Warrenton | Statement: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Warrenton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 Business in Warrenton Context triple: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Warrenton]
-
A.
U.S. Route 29 Business in Lynchburg
U.S. Route 29 Business in Lynchburg is a business loop of U.S. Route 29 that serves as a primary surface thoroughfare through the city of Lynchburg, Virginia, providing local access to downtown and surrounding neighborhoods.
-
B.
U.S. Route 29 Business in Culpeper
U.S. Route 29 Business in Culpeper is a business loop of U.S. Route 29 that serves the town of Culpeper, Virginia, providing local access through the community’s commercial and downtown areas.
-
C.
U.S. Route 29 Business in Danville
U.S. Route 29 Business in Danville is a business loop of U.S. Route 29 that serves local traffic through the city of Danville, Virginia, providing access to downtown and nearby commercial areas.
-
D.
U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
-
E.
U.S. Route 29 Business in Lovingston
U.S. Route 29 Business in Lovingston is a local business loop of U.S. Route 29 that serves the town of Lovingston in Nelson County, Virginia, providing direct access to the community’s streets and services.
- 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: U.S. Route 29 Business in Warrenton Triple: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Warrenton]
Generated description
U.S. Route 29 Business in Warrenton is a business loop of U.S. Route 29 that serves local traffic through the town of Warrenton, Virginia, providing access to its downtown and nearby commercial areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 Business in Warrenton Target entity description: U.S. Route 29 Business in Warrenton is a business loop of U.S. Route 29 that serves local traffic through the town of Warrenton, Virginia, providing access to its downtown and nearby commercial areas.
-
A.
U.S. Route 29 Business in Lynchburg
U.S. Route 29 Business in Lynchburg is a business loop of U.S. Route 29 that serves as a primary surface thoroughfare through the city of Lynchburg, Virginia, providing local access to downtown and surrounding neighborhoods.
-
B.
U.S. Route 29 Business in Culpeper
U.S. Route 29 Business in Culpeper is a business loop of U.S. Route 29 that serves the town of Culpeper, Virginia, providing local access through the community’s commercial and downtown areas.
-
C.
U.S. Route 29 Business in Danville
U.S. Route 29 Business in Danville is a business loop of U.S. Route 29 that serves local traffic through the city of Danville, Virginia, providing access to downtown and nearby commercial areas.
-
D.
U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
-
E.
U.S. Route 29 Business in Lovingston
U.S. Route 29 Business in Lovingston is a local business loop of U.S. Route 29 that serves the town of Lovingston in Nelson County, Virginia, providing direct access to the community’s streets and services.
- 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ee028c488190ad0109510de2956d |
completed | Feb. 28, 2026, 1:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3dd2c45e881908f4508bcf9d7cae2 |
completed | March 1, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69a3dddab9dc81908ed6dca791b5e5c0 |
completed | March 1, 2026, 6:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3de27be44819086f8b14fa8c5cecf |
completed | March 1, 2026, 6:35 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.