Triple

T2039541
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 29 Business (Warrenton) E44708 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 17 Business (Warrenton)
U.S. Route 17 Business (Warrenton) is a business route of U.S. Route 17 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connections with other major highways.
 E232125 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 17 Business (Warrenton) | Statement: [U.S. Route 29 Business (Warrenton), hasJunctionWith, U.S. Route 17 Business (Warrenton)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 17 Business (Warrenton)
Context triple: [U.S. Route 29 Business (Warrenton), hasJunctionWith, U.S. Route 17 Business (Warrenton)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. U.S. Route 138 corridor
    The U.S. Route 138 corridor is a key regional highway route that facilitates travel and commerce through the Antelope Valley area.
  • E. Virginia State Route 7
    Virginia State Route 7 is a major east–west highway in northern Virginia that connects the Washington, D.C. suburbs with 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 17 Business (Warrenton)
Triple: [U.S. Route 29 Business (Warrenton), hasJunctionWith, U.S. Route 17 Business (Warrenton)]
Generated description
U.S. Route 17 Business (Warrenton) is a business route of U.S. Route 17 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connections with other major highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 17 Business (Warrenton)
Target entity description: U.S. Route 17 Business (Warrenton) is a business route of U.S. Route 17 that serves local traffic through the town of Warrenton, Virginia, providing access to the downtown area and connections with other major highways.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. U.S. Route 138 corridor
    The U.S. Route 138 corridor is a key regional highway route that facilitates travel and commerce through the Antelope Valley area.
  • E. Virginia State Route 7
    Virginia State Route 7 is a major east–west highway in northern Virginia that connects the Washington, D.C. suburbs with 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_69ae2710f6408190b7feb99efa7ce9bb completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a45abe4819096505781d6b27bd3 completed March 9, 2026, 2:02 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b0e84108190ab2c0f356836a45c completed March 9, 2026, 2:06 a.m.
Created at: March 4, 2026, 7:39 p.m.