Triple

T12717631
Position Surface form Disambiguated ID Type / Status
Subject Florence County, South Carolina E303889 entity
Predicate hasTown P847 FINISHED
Object Scranton, South Carolina
Scranton, South Carolina is a small rural town located in Florence County in the eastern part of the state.
E997006 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: Scranton, South Carolina | Statement: [Florence County, South Carolina, hasTown, Scranton, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scranton, South Carolina
Context triple: [Florence County, South Carolina, hasTown, Scranton, South Carolina]
  • A. Spartanburg, South Carolina
    Spartanburg, South Carolina is a city in the Upstate region known as a regional economic and educational hub and a key stop on Amtrak’s Crescent passenger rail line.
  • B. Hopkins, South Carolina
    Hopkins, South Carolina is a small unincorporated community in Richland County located just southeast of Columbia and near Congaree National Park.
  • C. Santee, South Carolina
    Santee, South Carolina is a small town in Orangeburg County known as a gateway to outdoor recreation on Lake Marion and the Santee River, including fishing, boating, and golf.
  • D. Gaffney, South Carolina
    Gaffney, South Carolina is a small city in Cherokee County known historically for its textile industry and regionally for the landmark Peachoid water tower.
  • E. Statesburg, South Carolina
    Statesburg, South Carolina is a small unincorporated community in Sumter County known historically as the birthplace of Confederate General Richard H. Anderson and as one of the early inland settlements of the state.
  • 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: Scranton, South Carolina
Triple: [Florence County, South Carolina, hasTown, Scranton, South Carolina]
Generated description
Scranton, South Carolina is a small rural town located in Florence County in the eastern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scranton, South Carolina
Target entity description: Scranton, South Carolina is a small rural town located in Florence County in the eastern part of the state.
  • A. Spartanburg, South Carolina
    Spartanburg, South Carolina is a city in the Upstate region known as a regional economic and educational hub and a key stop on Amtrak’s Crescent passenger rail line.
  • B. Hopkins, South Carolina
    Hopkins, South Carolina is a small unincorporated community in Richland County located just southeast of Columbia and near Congaree National Park.
  • C. Santee, South Carolina
    Santee, South Carolina is a small town in Orangeburg County known as a gateway to outdoor recreation on Lake Marion and the Santee River, including fishing, boating, and golf.
  • D. Gaffney, South Carolina
    Gaffney, South Carolina is a small city in Cherokee County known historically for its textile industry and regionally for the landmark Peachoid water tower.
  • E. Statesburg, South Carolina
    Statesburg, South Carolina is a small unincorporated community in Sumter County known historically as the birthplace of Confederate General Richard H. Anderson and as one of the early inland settlements of the state.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9620bd6148190a2f50067a4c18c14 completed April 10, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671bcc10481909f150989f9545752 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740205ac819095db26058eb2dce7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f674de6328819087fe5a8068c26f51 completed May 2, 2026, 10:04 p.m.
Created at: April 9, 2026, 5:23 p.m.