Triple
T325978
| 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 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.
|
E42227
|
NE FINISHED |
How this triple was built (5 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 Danville | Statement: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Danville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 Business in Danville Context triple: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Danville]
-
A.
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.
-
B.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
C.
Virginia State Route 234
Virginia State Route 234 is a primary state highway in Northern Virginia that serves as a major north–south arterial route connecting the Manassas area with Interstate highways and surrounding communities.
-
D.
U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
E.
Virginia State Route 28
Virginia State Route 28 is a primary north–south highway in Northern Virginia that connects communities such as Manassas to major regional routes and serves as a key commuter and commercial corridor.
- 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 Danville Triple: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Danville]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 Business in Danville Target entity description: 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.
-
A.
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.
-
B.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
C.
Virginia State Route 234
Virginia State Route 234 is a primary state highway in Northern Virginia that serves as a major north–south arterial route connecting the Manassas area with Interstate highways and surrounding communities.
-
D.
U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
E.
Virginia State Route 28
Virginia State Route 28 is a primary north–south highway in Northern Virginia that connects communities such as Manassas to major regional routes and serves as a key commuter and commercial corridor.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBusinessRoute Context triple: [U.S. Route 29 in Virginia, hasBusinessRoute, U.S. Route 29 Business in Danville]
-
A.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
-
B.
hasBusinessDivision
Indicates that an organization includes or is composed of a specific business division as a subordinate unit.
-
C.
isPartOfRoute
Indicates that something (such as a segment, stop, or step) belongs to and is contained within a larger route.
-
D.
containsShippingRoute
Indicates that one location or area includes within its boundaries a shipping route used for transporting goods or vessels.
-
E.
laterBusinessBase
Indicates that one business entity serves as the subsequent or successor base of operations relative to another business entity.
- F. None of above. chosen
Provenance (7 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_69a2eb1a37c08190b1380f6bf8513a37 |
completed | Feb. 28, 2026, 1:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3cfec426081908a0c7e968846515a |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d0babef081909813c4189e996803 |
completed | March 1, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d144f09c81908a1d7df72a3b0bbc |
completed | March 1, 2026, 5:40 a.m. |
| PD | Predicate disambiguation | batch_69a2e949364c8190bc2351f5413f5057 |
completed | Feb. 28, 2026, 1:10 p.m. |
| PDg | Predicate description generation | batch_69a2eb18bda48190ac3d96a61a6a684d |
completed | Feb. 28, 2026, 1:18 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.