Triple

T1372906
Position Surface form Disambiguated ID Type / Status
Subject Newton, North Carolina E30153 entity
Predicate majorHighway P385 FINISHED
Object 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.
E162529 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 Business | Statement: [Newton, North Carolina, majorHighway, U.S. Route 321 Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 321 Business
Context triple: [Newton, North Carolina, majorHighway, U.S. Route 321 Business]
  • A. U.S. Route 50 Business
    U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
  • B. U.S. Route 27 Alternate
    U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
  • C. U.S. Route 30 Bypass
    U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
  • D. U.S. Route 460
    U.S. Route 460 is a major east–west U.S. highway running through several states in the eastern United States, connecting communities in the Appalachian region to larger urban and transportation networks.
  • E. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • 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 Business
Triple: [Newton, North Carolina, majorHighway, U.S. Route 321 Business]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 321 Business
Target entity description: 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.
  • A. U.S. Route 50 Business
    U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
  • B. U.S. Route 301
    U.S. Route 301 is a major north–south U.S. highway running through several states along the East Coast, serving as an important regional connector for cities and towns including Wilson, North Carolina.
  • C. U.S. Route 27 Alternate
    U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
  • D. U.S. Route 30 Bypass
    U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
  • E. U.S. Route 460
    U.S. Route 460 is a major east–west U.S. highway running through several states in the eastern United States, connecting communities in the Appalachian region to larger urban and transportation networks.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2f4889881908103473a0173e23f completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace56940408190aeba5a342ae3ab17 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace5fb515081908acadef0303b8f6e completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace9ba4b3481908d03636d8f72d04c completed March 8, 2026, 3:15 a.m.
Created at: March 1, 2026, 7:57 p.m.