Triple

T11809867
Position Surface form Disambiguated ID Type / Status
Subject Pembroke, North Carolina E280843 entity
Predicate hasMajorHighway P385 FINISHED
Object 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.
 E952804 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 72 | Statement: [Pembroke, North Carolina, hasMajorHighway, North Carolina Highway 72]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 72
Context triple: [Pembroke, North Carolina, hasMajorHighway, North Carolina Highway 72]
  • 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 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.
  • C. 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.
  • D. North Carolina Highway 27
    North Carolina Highway 27 is an east–west state highway in North Carolina that connects several central and southern communities, including the city of Albemarle.
  • E. North Carolina Highway 42
    North Carolina Highway 42 is a primary state highway in North Carolina that runs east–west across the central and eastern parts of the state, connecting numerous towns and major routes.
  • 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 72
Triple: [Pembroke, North Carolina, hasMajorHighway, North Carolina Highway 72]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Carolina Highway 72
Target entity description: 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.
  • 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 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.
  • C. 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.
  • D. North Carolina Highway 27
    North Carolina Highway 27 is an east–west state highway in North Carolina that connects several central and southern communities, including the city of Albemarle.
  • E. North Carolina Highway 42
    North Carolina Highway 42 is a primary state highway in North Carolina that runs east–west across the central and eastern parts of the state, connecting numerous towns and major routes.
  • 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_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_69f41775f4348190a82e8f6c265c9c36 completed May 1, 2026, 3:01 a.m.
NEDg Description generation batch_69f41f16f43c81909f5d36e8b4b0b9c3 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f4225a4b5c8190958aaddbd10035b1 completed May 1, 2026, 3:47 a.m.
Created at: April 8, 2026, 9:42 p.m.