Triple

T11975654
Position Surface form Disambiguated ID Type / Status
Subject Maxton, North Carolina E285032 entity
Predicate roadAccess P385 FINISHED
Object North Carolina Highway 71
North Carolina Highway 71 is a primary state highway in southeastern North Carolina that connects several small communities, including Maxton, to the regional road network.
 E976879 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 71 | Statement: [Maxton, North Carolina, roadAccess, North Carolina Highway 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 71
Context triple: [Maxton, North Carolina, roadAccess, North Carolina Highway 71]
  • A. North Carolina Highway 73
    North Carolina Highway 73 is an east–west state highway in North Carolina that connects several Piedmont communities and serves as a regional route for local and through traffic.
  • B. North Carolina Highway 72
    North Carolina Highway 72 is a primary state highway in southeastern North Carolina that serves as a key route through Robeson County, including the town of Pembroke.
  • C. North Carolina Highway 75
    North Carolina Highway 75 is a primary state highway in North Carolina that connects the city of Monroe to communities near the South Carolina border, serving as an important regional route in the south-central part of the state.
  • D. North Carolina Highway 79
    North Carolina Highway 79 is a primary state highway in North Carolina that provides a regional connection through south-central counties, including Scotland County, linking local communities to larger routes.
  • 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 71
Triple: [Maxton, North Carolina, roadAccess, North Carolina Highway 71]
Generated description
North Carolina Highway 71 is a primary state highway in southeastern North Carolina that connects several small communities, including Maxton, to the regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 71
Target entity description: North Carolina Highway 71 is a primary state highway in southeastern North Carolina that connects several small communities, including Maxton, to the regional road network.
  • A. North Carolina Highway 73
    North Carolina Highway 73 is an east–west state highway in North Carolina that connects several Piedmont communities and serves as a regional route for local and through traffic.
  • B. North Carolina Highway 72
    North Carolina Highway 72 is a primary state highway in southeastern North Carolina that serves as a key route through Robeson County, including the town of Pembroke.
  • C. North Carolina Highway 75
    North Carolina Highway 75 is a primary state highway in North Carolina that connects the city of Monroe to communities near the South Carolina border, serving as an important regional route in the south-central part of the state.
  • D. North Carolina Highway 79
    North Carolina Highway 79 is a primary state highway in North Carolina that provides a regional connection through south-central counties, including Scotland County, linking local communities to larger routes.
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903926690819090e7ce982f103457 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a76b0a48190800c5b3cc40308f3 completed May 2, 2026, 4:46 p.m.
NEDg Description generation batch_69f62be354a88190aaf5e8439b33120b completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:46 p.m.