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.