Triple

T10746501
Position Surface form Disambiguated ID Type / Status
Subject Calhoun County, South Carolina E253462 entity
Predicate partOf P40 FINISHED
Object Columbia, South Carolina metropolitan area
The Columbia, South Carolina metropolitan area is a regional urban and economic hub centered on the state capital of Columbia and encompassing surrounding counties and communities in central South Carolina.
E888910 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: Columbia, South Carolina metropolitan area | Statement: [Calhoun County, South Carolina, partOf, Columbia, South Carolina metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbia, South Carolina metropolitan area
Context triple: [Calhoun County, South Carolina, partOf, Columbia, South Carolina metropolitan area]
  • A. Charleston metropolitan area
    The Charleston metropolitan area is a region in West Virginia centered on the city of Charleston, encompassing surrounding communities that share its economic and social ties.
  • B. Greenville–Spartanburg metropolitan area
    The Greenville–Spartanburg metropolitan area is a major Upstate South Carolina urban region centered around the cities of Greenville and Spartanburg, known for its manufacturing base, growing economy, and position along the I-85 corridor between Atlanta and Charlotte.
  • C. 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.
  • D. Columbia, South Carolina
    Columbia, South Carolina is the capital and largest city of South Carolina, known for its role as a regional center of government, education, and culture.
  • E. Greenville metropolitan area
    The Greenville metropolitan area is a regional urban and economic hub in eastern North Carolina centered on the city of Greenville and its surrounding communities.
  • 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: Columbia, South Carolina metropolitan area
Triple: [Calhoun County, South Carolina, partOf, Columbia, South Carolina metropolitan area]
Generated description
The Columbia, South Carolina metropolitan area is a regional urban and economic hub centered on the state capital of Columbia and encompassing surrounding counties and communities in central South Carolina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbia, South Carolina metropolitan area
Target entity description: The Columbia, South Carolina metropolitan area is a regional urban and economic hub centered on the state capital of Columbia and encompassing surrounding counties and communities in central South Carolina.
  • A. Charleston metropolitan area
    The Charleston metropolitan area is a region in West Virginia centered on the city of Charleston, encompassing surrounding communities that share its economic and social ties.
  • B. Greenville–Spartanburg metropolitan area
    The Greenville–Spartanburg metropolitan area is a major Upstate South Carolina urban region centered around the cities of Greenville and Spartanburg, known for its manufacturing base, growing economy, and position along the I-85 corridor between Atlanta and Charlotte.
  • C. 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.
  • D. Columbia, South Carolina
    Columbia, South Carolina is the capital and largest city of South Carolina, known for its role as a regional center of government, education, and culture.
  • E. Greenville metropolitan area
    The Greenville metropolitan area is a regional urban and economic hub in eastern North Carolina centered on the city of Greenville and its surrounding communities.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d711b85d9c8190a66f536e2f22ed04 completed April 9, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb0a03a1481908edb933b1613a027 completed April 14, 2026, 9:24 p.m.
NEDg Description generation batch_69deb6942054819098cb119c6bf7b3c7 completed April 14, 2026, 9:50 p.m.
NED2 Entity disambiguation (via description) batch_69dec259680c819087f14189042ec190 completed April 14, 2026, 10:40 p.m.
Created at: April 8, 2026, 9:15 p.m.