Triple

T10390320
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in North Carolina E244875 entity
Predicate hasRoute P4374 FINISHED
Object 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.
E866527 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 52 in North Carolina | Statement: [U.S. Highways in North Carolina, hasRoute, U.S. Route 52 in North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 52 in North Carolina
Context triple: [U.S. Highways in North Carolina, hasRoute, U.S. Route 52 in North Carolina]
  • A. U.S. Route 25 in North Carolina
    U.S. Route 25 in North Carolina is a north–south United States highway that runs through the western part of the state, connecting the Asheville area to the South Carolina border and serving as a key regional transportation corridor.
  • B. U.S. Route 52 in Albemarle, North Carolina
    U.S. Route 52 in Albemarle, North Carolina is a major north–south highway corridor through the city that connects local routes to regional and interstate travel networks.
  • C. U.S. Route 501 in North Carolina
    U.S. Route 501 in North Carolina is a major north–south highway that connects cities such as Durham and Chapel Hill, serving as an important regional corridor for traffic between central North Carolina and Virginia.
  • D. 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.
  • E. 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.
  • 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 52 in North Carolina
Triple: [U.S. Highways in North Carolina, hasRoute, U.S. Route 52 in North Carolina]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 52 in North Carolina
Target entity description: 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.
  • A. U.S. Route 25 in North Carolina
    U.S. Route 25 in North Carolina is a north–south United States highway that runs through the western part of the state, connecting the Asheville area to the South Carolina border and serving as a key regional transportation corridor.
  • B. U.S. Route 52 in Albemarle, North Carolina
    U.S. Route 52 in Albemarle, North Carolina is a major north–south highway corridor through the city that connects local routes to regional and interstate travel networks.
  • C. U.S. Route 501 in North Carolina
    U.S. Route 501 in North Carolina is a major north–south highway that connects cities such as Durham and Chapel Hill, serving as an important regional corridor for traffic between central North Carolina and Virginia.
  • D. 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.
  • E. 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.
  • 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_69d8dc1eb7348190b9f3c473443bacf3 completed April 10, 2026, 11:16 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:05 p.m.