Triple

T2430339
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 16 E52826 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 278 in Warrenton, Georgia
U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
E264642 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 278 in Warrenton, Georgia | Statement: [Georgia State Route 16, hasJunctionWith, U.S. Route 278 in Warrenton, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 278 in Warrenton, Georgia
Context triple: [Georgia State Route 16, hasJunctionWith, U.S. Route 278 in Warrenton, Georgia]
  • A. U.S. Route 27 in Georgia
    U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
  • B. U.S. Route 29 and State Route 8 near Athens, Georgia
    U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
  • C. U.S. Route 17 in Georgia
    U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
  • D. 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.
  • E. 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.
  • 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 278 in Warrenton, Georgia
Triple: [Georgia State Route 16, hasJunctionWith, U.S. Route 278 in Warrenton, Georgia]
Generated description
U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 278 in Warrenton, Georgia
Target entity description: U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
  • A. U.S. Route 27 in Georgia
    U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
  • B. U.S. Route 29 and State Route 8 near Athens, Georgia
    U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
  • C. U.S. Route 17 in Georgia
    U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
  • D. 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.
  • E. 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.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99fcd048190a85b95a9a8ae6d4d completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf68d6a481909acd43eb31660f0e completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec16e9158819087139fd3e86785b0 completed March 9, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69aec2065b608190bcdc4dd2d82be9d6 completed March 9, 2026, 12:50 p.m.
Created at: March 6, 2026, 9:43 p.m.