Triple

T19743176
Position Surface form Disambiguated ID Type / Status
Subject Yadkin County, North Carolina E474182 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Hamptonville, North Carolina
Hamptonville, North Carolina is a small rural unincorporated community in northwestern North Carolina known for its agricultural landscape and proximity to the Yadkin Valley wine region.
E1393058 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: Hamptonville, North Carolina | Statement: [Yadkin County, North Carolina, hasUnincorporatedCommunity, Hamptonville, North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamptonville, North Carolina
Context triple: [Yadkin County, North Carolina, hasUnincorporatedCommunity, Hamptonville, North Carolina]
  • A. Havelock, North Carolina
    Havelock, North Carolina is a small city in Craven County best known as the home of Marine Corps Air Station Cherry Point and its associated military aviation community.
  • B. Marshville, North Carolina
    Marshville, North Carolina is a small town in Union County known for its rural character and as the hometown of country music star Randy Travis.
  • C. Yanceyville, North Carolina
    Yanceyville, North Carolina is a small town in north-central North Carolina known as the governmental and administrative center of Caswell County.
  • D. Huntsville, North Carolina
    Huntsville, North Carolina is a small unincorporated community located in Rockingham County in the northern part of the state.
  • E. Hampstead, North Carolina
    Hampstead, North Carolina is a coastal unincorporated community in southeastern North Carolina known for its proximity to Topsail Island and reputation as a growing residential and fishing area.
  • 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: Hamptonville, North Carolina
Triple: [Yadkin County, North Carolina, hasUnincorporatedCommunity, Hamptonville, North Carolina]
Generated description
Hamptonville, North Carolina is a small rural unincorporated community in northwestern North Carolina known for its agricultural landscape and proximity to the Yadkin Valley wine region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamptonville, North Carolina
Target entity description: Hamptonville, North Carolina is a small rural unincorporated community in northwestern North Carolina known for its agricultural landscape and proximity to the Yadkin Valley wine region.
  • A. Havelock, North Carolina
    Havelock, North Carolina is a small city in Craven County best known as the home of Marine Corps Air Station Cherry Point and its associated military aviation community.
  • B. Marshville, North Carolina
    Marshville, North Carolina is a small town in Union County known for its rural character and as the hometown of country music star Randy Travis.
  • C. Yanceyville, North Carolina
    Yanceyville, North Carolina is a small town in north-central North Carolina known as the governmental and administrative center of Caswell County.
  • D. Huntsville, North Carolina
    Huntsville, North Carolina is a small unincorporated community located in Rockingham County in the northern part of the state.
  • E. Hampstead, North Carolina
    Hampstead, North Carolina is a coastal unincorporated community in southeastern North Carolina known for its proximity to Topsail Island and reputation as a growing residential and fishing area.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65162f0f88190b652fff01ee23090 completed April 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4ffc5e8819091838b010eceeeca completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b5e9961881908f224154ec12c366 completed May 16, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_6a07b67964b481909af269c6b5db6527 completed May 16, 2026, 12:12 a.m.
Created at: April 10, 2026, 1:47 p.m.