Triple

T2039540
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 29 Business (Warrenton) E44708 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 15 Business (Warrenton)
U.S. Route 15 Business (Warrenton) is a business route of U.S. Route 15 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connecting with other major routes.
E229457 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 15 Business (Warrenton) | Statement: [U.S. Route 29 Business (Warrenton), hasJunctionWith, U.S. Route 15 Business (Warrenton)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 15 Business (Warrenton)
Context triple: [U.S. Route 29 Business (Warrenton), hasJunctionWith, U.S. Route 15 Business (Warrenton)]
  • A. 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.
  • B. U.S. Route 321 Business
    U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
  • C. U.S. Route 15
    U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
  • D. U.S. Route 50 Business
    U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
  • E. Virginia State Route 55
    Virginia State Route 55 is an east–west state highway in northern Virginia that generally parallels Interstate 66, connecting communities such as Gainesville with towns in the Shenandoah Valley.
  • 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 15 Business (Warrenton)
Triple: [U.S. Route 29 Business (Warrenton), hasJunctionWith, U.S. Route 15 Business (Warrenton)]
Generated description
U.S. Route 15 Business (Warrenton) is a business route of U.S. Route 15 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connecting with other major routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 15 Business (Warrenton)
Target entity description: U.S. Route 15 Business (Warrenton) is a business route of U.S. Route 15 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connecting with other major routes.
  • A. 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.
  • B. U.S. Route 321 Business
    U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
  • C. U.S. Route 15
    U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
  • D. U.S. Route 50 Business
    U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
  • E. Virginia State Route 55
    Virginia State Route 55 is an east–west state highway in northern Virginia that generally parallels Interstate 66, connecting communities such as Gainesville with towns in the Shenandoah Valley.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9533bd881909e3aecff7ddb5a8b completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff92928819093f42f0fe4a935b3 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20efd4dc8190addf69c80a33d247 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21b4ce248190bbd7542592db0ec4 completed March 9, 2026, 1:26 a.m.
Created at: March 4, 2026, 7:39 p.m.