Triple

T7037615
Position Surface form Disambiguated ID Type / Status
Subject Concord, North Carolina E163422 entity
Predicate isGrowingSuburbOf P22501 FINISHED
Object Charlotte metropolitan area E22701 NE FINISHED

How this triple was built (3 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: Charlotte metropolitan area | Statement: [Concord, North Carolina, isGrowingSuburbOf, Charlotte metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charlotte metropolitan area
Context triple: [Concord, North Carolina, isGrowingSuburbOf, Charlotte metropolitan area]
  • A. Charlotte metropolitan area chosen
    The Charlotte metropolitan area is a major urban and economic hub in the southeastern United States centered on the city of Charlotte, known for its banking industry, rapid growth, and regional cultural influence.
  • B. Carolina metropolitan area
    The Carolina metropolitan area is an urban region centered around the municipality of Carolina in Puerto Rico, encompassing its surrounding communities and economic, cultural, and residential zones.
  • C. Shoals metropolitan area
    The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
  • D. Jacksonville metropolitan area
    The Jacksonville metropolitan area is a Northeast Florida urban region centered on the city of Jacksonville, encompassing surrounding communities and suburbs along the Atlantic coast and St. Johns River.
  • E. Columbia metropolitan area
    The Columbia metropolitan area is the urban and suburban region centered on Columbia, South Carolina, encompassing its surrounding communities and serving as a major hub for government, education, and commerce in the state.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isGrowingSuburbOf
Context triple: [Concord, North Carolina, isGrowingSuburbOf, Charlotte metropolitan area]
  • A. isResidentialSuburbOf
    Indicates that one area is a residential suburb that is part of or lies within the urban region of another area.
  • B. innerSuburbOf
    Indicates that one location is a suburb situated within or forming part of a larger city or metropolitan area.
  • C. isCommercialSuburbOf
    Indicates that one area functions primarily as a business or commercial district that is part of, or subordinate to, a larger urban area or city.
  • D. isSuburbanCityOf
    Indicates that one city is a suburban municipality that is part of, or closely associated with, a larger primary city or metropolitan area.
  • E. hasSuburbanGrowth chosen
    Indicates that an area or entity is experiencing or characterized by expansion or development typical of suburban environments.
  • F. None of above.

Provenance (4 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_69c6885e7c1c8190be32a8f79ab4e0cf completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e4a3c36c819080942c59f1830ae8 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c78863c2fc8190b9b54613968742e1 completed March 28, 2026, 7:50 a.m.
PD Predicate disambiguation batch_69c6e1bb602081908bfa6186a1f5a4b4 completed March 27, 2026, 7:59 p.m.
Created at: March 27, 2026, 2:36 p.m.