Triple

T10390330
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in North Carolina E244875 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 321 in North Carolina
U.S. Route 321 in North Carolina is a major north–south highway that connects the Charlotte metropolitan area with the foothills and High Country regions, serving cities such as Gastonia, Hickory, Lenoir, and Boone.
E870766 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 321 in North Carolina | Statement: [U.S. Highways in North Carolina, hasRoute, U.S. Route 321 in North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 321 in North Carolina
Context triple: [U.S. Highways in North Carolina, hasRoute, U.S. Route 321 in North Carolina]
  • A. U.S. Route 21 in North Carolina
    U.S. Route 21 in North Carolina is a north–south United States highway that runs from the Charlotte metropolitan area through the Piedmont toward the Virginia state line, serving as a regional connector for several communities along its corridor.
  • B. U.S. Route 23 in North Carolina
    U.S. Route 23 in North Carolina is a major north–south highway traversing the state's western region, connecting mountain communities and serving as an important corridor for regional travel and commerce.
  • C. U.S. Route 301 in North Carolina
    U.S. Route 301 in North Carolina is a major north–south highway that parallels Interstate 95, connecting numerous small towns and cities across the eastern part of the state.
  • D. U.S. Route 52 in North Carolina
    U.S. Route 52 in North Carolina is a major north–south U.S. Highway that traverses the state, connecting cities such as Winston-Salem and Mount Airy while serving as an important regional transportation corridor.
  • E. U.S. Route 17 in North Carolina
    U.S. Route 17 in North Carolina is a major north–south highway that runs along the state’s coastal plain, connecting cities such as Wilmington, Jacksonville, New Bern, and Elizabeth City as part of a key regional corridor between South Carolina and Virginia.
  • 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 321 in North Carolina
Triple: [U.S. Highways in North Carolina, hasRoute, U.S. Route 321 in North Carolina]
Generated description
U.S. Route 321 in North Carolina is a major north–south highway that connects the Charlotte metropolitan area with the foothills and High Country regions, serving cities such as Gastonia, Hickory, Lenoir, and Boone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 321 in North Carolina
Target entity description: U.S. Route 321 in North Carolina is a major north–south highway that connects the Charlotte metropolitan area with the foothills and High Country regions, serving cities such as Gastonia, Hickory, Lenoir, and Boone.
  • A. U.S. Route 21 in North Carolina
    U.S. Route 21 in North Carolina is a north–south United States highway that runs from the Charlotte metropolitan area through the Piedmont toward the Virginia state line, serving as a regional connector for several communities along its corridor.
  • B. U.S. Route 23 in North Carolina
    U.S. Route 23 in North Carolina is a major north–south highway traversing the state's western region, connecting mountain communities and serving as an important corridor for regional travel and commerce.
  • C. U.S. Route 301 in North Carolina
    U.S. Route 301 in North Carolina is a major north–south highway that parallels Interstate 95, connecting numerous small towns and cities across the eastern part of the state.
  • D. U.S. Route 52 in North Carolina
    U.S. Route 52 in North Carolina is a major north–south U.S. Highway that traverses the state, connecting cities such as Winston-Salem and Mount Airy while serving as an important regional transportation corridor.
  • E. U.S. Route 17 in North Carolina
    U.S. Route 17 in North Carolina is a major north–south highway that runs along the state’s coastal plain, connecting cities such as Wilmington, Jacksonville, New Bern, and Elizabeth City as part of a key regional corridor between South Carolina and Virginia.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9b4f7d08190bcb16d3b4c8f22ad completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9337978e8819087d0566df9e5aabd completed April 10, 2026, 5:29 p.m.
NEDg Description generation batch_69d93802a4488190aa86ae209650d4e7 completed April 10, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69d938fcc3c48190a4acaaf75c1aa304 completed April 10, 2026, 5:53 p.m.
Created at: April 6, 2026, 12:05 p.m.