Triple

T11809913
Position Surface form Disambiguated ID Type / Status
Subject Red Springs, North Carolina E280844 entity
Predicate hasTransportation P105 FINISHED
Object U.S. Route 74 (nearby regional route)
U.S. Route 74 is a major east–west U.S. Highway running across North Carolina, connecting inland communities with the Charlotte metropolitan area and the southeastern coast.
E186017 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 74 (nearby regional route) | Statement: [Red Springs, North Carolina, hasTransportation, U.S. Route 74 (nearby regional route)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 (nearby regional route)
Context triple: [Red Springs, North Carolina, hasTransportation, U.S. Route 74 (nearby regional route)]
  • A. U.S. Route 7 (nearby access)
    U.S. Route 7 (nearby access) is a major north–south highway in western New England that provides regional connectivity and access to the Town of Redding and surrounding communities.
  • B. U.S. Route 33 (nearby regional route)
    U.S. Route 33 is a major U.S. highway running through several Midwestern and Appalachian states, serving as an important regional connector between urban centers and smaller communities.
  • C. U.S. Route 74 Business
    U.S. Route 74 Business is a business loop of U.S. Route 74 that serves as a primary commercial and local traffic corridor through Shelby, North Carolina.
  • D. U.S. Route 20 (nearby)
    U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
  • E. U.S. Route 412 (nearby regional corridor)
    U.S. Route 412 is an east–west U.S. Highway spanning several states across the south-central United States, providing a key regional transportation corridor for communities such as Claremore, Oklahoma.
  • 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 74 (nearby regional route)
Triple: [Red Springs, North Carolina, hasTransportation, U.S. Route 74 (nearby regional route)]
Generated description
U.S. Route 74 is a major east–west U.S. Highway running across North Carolina, connecting inland communities with the Charlotte metropolitan area and the southeastern coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 (nearby regional route)
Target entity description: U.S. Route 74 is a major east–west U.S. Highway running across North Carolina, connecting inland communities with the Charlotte metropolitan area and the southeastern coast.
  • A. U.S. Route 7 (nearby access)
    U.S. Route 7 (nearby access) is a major north–south highway in western New England that provides regional connectivity and access to the Town of Redding and surrounding communities.
  • B. U.S. Route 33 (nearby regional route)
    U.S. Route 33 is a major U.S. highway running through several Midwestern and Appalachian states, serving as an important regional connector between urban centers and smaller communities.
  • C. U.S. Route 74 Business chosen
    U.S. Route 74 Business is a business loop of U.S. Route 74 that serves as a primary commercial and local traffic corridor through Shelby, North Carolina.
  • D. U.S. Route 20 (nearby)
    U.S. Route 20 is a major east–west United States highway that spans the country from the Pacific Northwest to New England, passing near Dike, Iowa.
  • E. U.S. Route 412 (nearby regional corridor)
    U.S. Route 412 is an east–west U.S. Highway spanning several states across the south-central United States, providing a key regional transportation corridor for communities such as Claremore, Oklahoma.
  • F. None of above.

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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5ca50a081908a198b336d8c2b98 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f13188b89c819095ba5d27de7ebbb2 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.