Triple

T5179595
Position Surface form Disambiguated ID Type / Status
Subject Chatham County E116885 entity
Predicate hasMajorHighway P385 FINISHED
Object North Carolina Highway 15-501
North Carolina Highway 15-501 is a major north–south transportation corridor in North Carolina that connects key cities including Durham and Chapel Hill, serving as an important commuter and regional route.
 E501431 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: North Carolina Highway 15-501 | Statement: [Chatham County, hasMajorHighway, North Carolina Highway 15-501]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 15-501
Context triple: [Chatham County, hasMajorHighway, North Carolina Highway 15-501]
  • A. 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.
  • B. 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.
  • C. North Carolina Highway 55
    North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
  • D. 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.
  • E. North Carolina Highway 57
    North Carolina Highway 57 is a primary state highway in North Carolina that runs through rural communities and small towns in the north-central part of the state, including Roxboro.
  • 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: North Carolina Highway 15-501
Triple: [Chatham County, hasMajorHighway, North Carolina Highway 15-501]
Generated description
North Carolina Highway 15-501 is a major north–south transportation corridor in North Carolina that connects key cities including Durham and Chapel Hill, serving as an important commuter and regional route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 15-501
Target entity description: North Carolina Highway 15-501 is a major north–south transportation corridor in North Carolina that connects key cities including Durham and Chapel Hill, serving as an important commuter and regional route.
  • A. 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.
  • B. 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.
  • C. North Carolina Highway 55
    North Carolina Highway 55 is a primary state highway in North Carolina that runs through the town of Apex and connects several communities in the central and eastern parts of the state.
  • D. 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.
  • E. North Carolina Highway 57
    North Carolina Highway 57 is a primary state highway in North Carolina that runs through rural communities and small towns in the north-central part of the state, including Roxboro.
  • 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_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79978a208190b2e5909795108327 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee07d20208190a423a9a395ac9d32 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee695358c8190801c63cff67efd1b completed March 21, 2026, 6:42 p.m.
NED2 Entity disambiguation (via description) batch_69bee6f91df48190adfcf47a63f4c8ef completed March 21, 2026, 6:44 p.m.
Created at: March 20, 2026, 1:45 p.m.