Triple

T2905306
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 15 E62747 entity
Predicate passesThrough P225 FINISHED
Object Sumter, South Carolina
Sumter, South Carolina is a mid-sized city in central South Carolina known as a regional hub for commerce, education, and the nearby Shaw Air Force Base.
E139258 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: Sumter, South Carolina | Statement: [U.S. Route 15, passesThrough, Sumter, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sumter, South Carolina
Context triple: [U.S. Route 15, passesThrough, Sumter, South Carolina]
  • A. Mount Pleasant, South Carolina
    Mount Pleasant is a rapidly growing suburban town in the Charleston metropolitan area of South Carolina, known for its coastal setting, historic sites, and residential communities.
  • B. Port Royal, South Carolina
    Port Royal, South Carolina is a small coastal town in Beaufort County known for its historic waterfront, Lowcountry charm, and proximity to major U.S. Marine Corps training facilities.
  • C. Ninety Six District, South Carolina
    Ninety Six District, South Carolina was a large colonial and early state judicial district in the backcountry of South Carolina that served as an important frontier and Revolutionary War region.
  • D. Sumter County, South Carolina
    Sumter County, South Carolina is a county in the central part of the state known for its historic ties to the American Revolutionary War and its county seat, the city of Sumter.
  • E. Seabrook Island, South Carolina
    Seabrook Island, South Carolina is a private, residential barrier island and resort community on the Atlantic coast known for its beaches, golf courses, and natural wildlife habitats.
  • 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: Sumter, South Carolina
Triple: [U.S. Route 15, passesThrough, Sumter, South Carolina]
Generated description
Sumter, South Carolina is a mid-sized city in central South Carolina known as a regional hub for commerce, education, and the nearby Shaw Air Force Base.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sumter, South Carolina
Target entity description: Sumter, South Carolina is a mid-sized city in central South Carolina known as a regional hub for commerce, education, and the nearby Shaw Air Force Base.
  • A. Mount Pleasant, South Carolina
    Mount Pleasant is a rapidly growing suburban town in the Charleston metropolitan area of South Carolina, known for its coastal setting, historic sites, and residential communities.
  • B. Port Royal, South Carolina
    Port Royal, South Carolina is a small coastal town in Beaufort County known for its historic waterfront, Lowcountry charm, and proximity to major U.S. Marine Corps training facilities.
  • C. Ninety Six District, South Carolina
    Ninety Six District, South Carolina was a large colonial and early state judicial district in the backcountry of South Carolina that served as an important frontier and Revolutionary War region.
  • D. Sumter County, South Carolina chosen
    Sumter County, South Carolina is a county in the central part of the state known for its historic ties to the American Revolutionary War and its county seat, the city of Sumter.
  • E. Seabrook Island, South Carolina
    Seabrook Island, South Carolina is a private, residential barrier island and resort community on the Atlantic coast known for its beaches, golf courses, and natural wildlife habitats.
  • 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_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0cd68d48190aea4afbdaed2d4bc completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b12e1250348190abeac8ef6dd9d916 completed March 11, 2026, 8:55 a.m.
NEDg Description generation batch_69b12ea3f1b88190a41c5c918b0337f4 completed March 11, 2026, 8:58 a.m.
NED2 Entity disambiguation (via description) batch_69b1c6556c748190bdbeb38ef46afe6f completed March 11, 2026, 7:45 p.m.
Created at: March 6, 2026, 10:11 p.m.