Triple

T7913537
Position Surface form Disambiguated ID Type / Status
Subject Forsyth County, North Carolina E183758 entity
Predicate partOf P40 FINISHED
Object Winston-Salem, NC Metropolitan Statistical Area
The Winston-Salem, NC Metropolitan Statistical Area is a U.S. Census-defined urban region in north-central North Carolina centered on the city of Winston-Salem and its surrounding communities.
E24078 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: Winston-Salem, NC Metropolitan Statistical Area | Statement: [Forsyth County, North Carolina, partOf, Winston-Salem, NC Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winston-Salem, NC Metropolitan Statistical Area
Context triple: [Forsyth County, North Carolina, partOf, Winston-Salem, NC Metropolitan Statistical Area]
  • A. Winston-Salem, North Carolina
    Winston-Salem, North Carolina is a mid-sized city known for its historic tobacco and textile industries, vibrant arts scene, and role as a regional economic and cultural center.
  • B. Greensboro–Winston-Salem–High Point–Burlington CSA
    The Greensboro–Winston-Salem–High Point–Burlington CSA is a large multi-city combined statistical area in central North Carolina that encompasses much of the Piedmont Triad region and its surrounding communities.
  • C. Greensboro–High Point metropolitan area
    The Greensboro–High Point metropolitan area is a major urban and economic center in central North Carolina, anchored by the cities of Greensboro and High Point and forming part of the larger Piedmont Triad region.
  • D. Raleigh–Cary metropolitan statistical area
    The Raleigh–Cary metropolitan statistical area is a major urban region in North Carolina centered on the cities of Raleigh and Cary, known for its rapid growth, strong technology and research sectors, and proximity to the Research Triangle Park.
  • E. Raleigh–Durham area
    The Raleigh–Durham area is a major metropolitan region in North Carolina centered around the cities of Raleigh and Durham and closely associated with the Research Triangle.
  • 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: Winston-Salem, NC Metropolitan Statistical Area
Triple: [Forsyth County, North Carolina, partOf, Winston-Salem, NC Metropolitan Statistical Area]
Generated description
The Winston-Salem, NC Metropolitan Statistical Area is a U.S. Census-defined urban region in north-central North Carolina centered on the city of Winston-Salem and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winston-Salem, NC Metropolitan Statistical Area
Target entity description: The Winston-Salem, NC Metropolitan Statistical Area is a U.S. Census-defined urban region in north-central North Carolina centered on the city of Winston-Salem and its surrounding communities.
  • A. Winston-Salem, North Carolina chosen
    Winston-Salem, North Carolina is a mid-sized city known for its historic tobacco and textile industries, vibrant arts scene, and role as a regional economic and cultural center.
  • B. Greensboro–Winston-Salem–High Point–Burlington CSA
    The Greensboro–Winston-Salem–High Point–Burlington CSA is a large multi-city combined statistical area in central North Carolina that encompasses much of the Piedmont Triad region and its surrounding communities.
  • C. Greensboro–High Point metropolitan area
    The Greensboro–High Point metropolitan area is a major urban and economic center in central North Carolina, anchored by the cities of Greensboro and High Point and forming part of the larger Piedmont Triad region.
  • D. Raleigh–Cary metropolitan statistical area
    The Raleigh–Cary metropolitan statistical area is a major urban region in North Carolina centered on the cities of Raleigh and Cary, known for its rapid growth, strong technology and research sectors, and proximity to the Research Triangle Park.
  • E. Raleigh–Durham area
    The Raleigh–Durham area is a major metropolitan region in North Carolina centered around the cities of Raleigh and Durham and closely associated with the Research Triangle.
  • F. None of above.

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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a748f4c8190bcd868de2fcf0b3a completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc622b1d08190b8d840a58712ef3b completed April 2, 2026, 1:28 a.m.
NEDg Description generation batch_69cdcb8cbd3c8190b467ecbcf55231e9 completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdccff097c819099a33612504468e1 completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:04 p.m.