Triple

T4724782
Position Surface form Disambiguated ID Type / Status
Subject North Carolina Highway 96 E104855 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 158 in North Carolina
U.S. Route 158 in North Carolina is an east–west U.S. highway that traverses the northern part of the state, connecting the Piedmont region to the Outer Banks and serving as a major corridor for local and tourist traffic.
 E464778 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 158 in North Carolina | Statement: [North Carolina Highway 96, hasJunctionWith, U.S. Route 158 in North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 158 in North Carolina
Context triple: [North Carolina Highway 96, hasJunctionWith, U.S. Route 158 in North Carolina]
  • A. 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.
  • B. North Carolina Highway 150
    North Carolina Highway 150 is a primary state highway in North Carolina that runs east–west across multiple counties, connecting numerous towns and cities in the Piedmont region.
  • C. North Carolina Highway 119
    North Carolina Highway 119 is a state highway in North Carolina that serves as a regional connector route through communities including Mebane.
  • D. North Carolina Highway 18
    North Carolina Highway 18 is a primary state highway running through western North Carolina, connecting several communities including Shelby and serving as an important regional north–south route.
  • E. North Carolina Highway 10
    North Carolina Highway 10 is a primary state highway in western North Carolina that serves as a key east–west route connecting several communities, including the city of Newton.
  • 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 158 in North Carolina
Triple: [North Carolina Highway 96, hasJunctionWith, U.S. Route 158 in North Carolina]
Generated description
U.S. Route 158 in North Carolina is an east–west U.S. highway that traverses the northern part of the state, connecting the Piedmont region to the Outer Banks and serving as a major corridor for local and tourist traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 158 in North Carolina
Target entity description: U.S. Route 158 in North Carolina is an east–west U.S. highway that traverses the northern part of the state, connecting the Piedmont region to the Outer Banks and serving as a major corridor for local and tourist traffic.
  • A. 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.
  • B. North Carolina Highway 150
    North Carolina Highway 150 is a primary state highway in North Carolina that runs east–west across multiple counties, connecting numerous towns and cities in the Piedmont region.
  • C. North Carolina Highway 119
    North Carolina Highway 119 is a state highway in North Carolina that serves as a regional connector route through communities including Mebane.
  • D. North Carolina Highway 18
    North Carolina Highway 18 is a primary state highway running through western North Carolina, connecting several communities including Shelby and serving as an important regional north–south route.
  • E. North Carolina Highway 10
    North Carolina Highway 10 is a primary state highway in western North Carolina that serves as a key east–west route connecting several communities, including the city of Newton.
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64456a6c8190b658216b62ef82cf completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10986d688190ad82e7f959c50434 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1430ef748190b452c62aa8adfdd1 completed March 21, 2026, 3:44 a.m.
NED2 Entity disambiguation (via description) batch_69be14bb589481908d984af9feb60e79 completed March 21, 2026, 3:47 a.m.
Created at: March 20, 2026, 1:18 p.m.