Triple

T23139214
Position Surface form Disambiguated ID Type / Status
Subject Sumter Metropolitan Statistical Area E577411 entity
Predicate urbanCoreCity P151061 FINISHED
Object Sumter, South Carolina — NE NERFINISHED

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: Sumter, South Carolina | Statement: [Sumter Metropolitan Statistical Area, urbanCoreCity, Sumter, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sumter, South Carolina
Context triple: [Sumter Metropolitan Statistical Area, urbanCoreCity, Sumter, South Carolina]
  • A. Sumter, South Carolina chosen
    Sumter, South Carolina is a small city in central South Carolina known for its military presence, including hosting the headquarters of United States Army Central at nearby Shaw Air Force Base.
  • B. Beaufort, South Carolina
    Beaufort, South Carolina is a historic coastal city known for its well-preserved antebellum architecture, scenic waterfront, and role as a cultural center of the South Carolina Lowcountry.
  • C. Patrick, South Carolina
    Patrick, South Carolina is a small rural town in Chesterfield County known for its close-knit community and location in the Sandhills region of the state.
  • D. Ruby, South Carolina
    Ruby, South Carolina is a small rural town in northeastern South Carolina known for its close-knit community and agricultural surroundings.
  • E. Sumter
    Sumter is a surname of English origin most notably associated with several prominent American historical figures and families.
  • 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: urbanCoreCity
Context triple: [Sumter Metropolitan Statistical Area, urbanCoreCity, Sumter, South Carolina]
  • A. urbanScale
    Indicates the extent or magnitude of development, density, or size at which an area or environment can be characterized as urban.
  • B. modernCityIs
    Indicates that something possesses the characteristics or status of being a modern city.
  • C. urbanContinuity
    Indicates that two or more urban areas are spatially connected or form a continuous built-up zone without significant gaps.
  • D. citySide
    Indicates that one entity is located on or along a particular side or edge of a city relative to another reference point.
  • E. urbanCenterDevelopedInto
    Indicates that an urban center transformed or evolved over time into another, more developed or differently structured urban center.
  • F. None of above. chosen

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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e8e23988190814524f63a7efe36 completed April 29, 2026, 4:52 a.m.
PD Predicate disambiguation batch_69ef89f83b108190aaaa1db6221fc163 completed April 27, 2026, 4:08 p.m.
PDg Predicate description generation batch_69ef9b7494f4819088ae59ea3d0ae8ab completed April 27, 2026, 5:23 p.m.
Created at: April 17, 2026, 4 p.m.