Triple
T5146318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upstate South Carolina |
E116078
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Boiling Springs, South Carolina
Boiling Springs, South Carolina is a rapidly growing suburban community in Spartanburg County known for its residential neighborhoods, schools, and proximity to the broader Upstate region’s economic centers.
|
E497739
|
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: Boiling Springs, South Carolina | Statement: [Upstate South Carolina, contains, Boiling Springs, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs, South Carolina Context triple: [Upstate South Carolina, contains, Boiling Springs, South Carolina]
-
A.
Turbeville, South Carolina
Turbeville, South Carolina is a small rural town in eastern South Carolina known for its agricultural surroundings and location within Clarendon County.
-
B.
Hopewell, South Carolina
Hopewell, South Carolina is a historic plantation site in the state’s Upcountry region, best known as the home of Revolutionary War general and statesman Andrew Pickens.
-
C.
Red Springs, North Carolina
Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
-
D.
Tamassee, South Carolina
Tamassee, South Carolina is a small unincorporated community in Oconee County known for its scenic foothills setting in the Blue Ridge Mountains and its historical ties to Revolutionary War figure Andrew Pickens.
-
E.
Fort Mill, South Carolina
Fort Mill, South Carolina is a rapidly growing suburban town in York County just south of Charlotte, known for its proximity to the North Carolina border and family-friendly 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: Boiling Springs, South Carolina Triple: [Upstate South Carolina, contains, Boiling Springs, South Carolina]
Generated description
Boiling Springs, South Carolina is a rapidly growing suburban community in Spartanburg County known for its residential neighborhoods, schools, and proximity to the broader Upstate region’s economic centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boiling Springs, South Carolina Target entity description: Boiling Springs, South Carolina is a rapidly growing suburban community in Spartanburg County known for its residential neighborhoods, schools, and proximity to the broader Upstate region’s economic centers.
-
A.
Turbeville, South Carolina
Turbeville, South Carolina is a small rural town in eastern South Carolina known for its agricultural surroundings and location within Clarendon County.
-
B.
Hopewell, South Carolina
Hopewell, South Carolina is a historic plantation site in the state’s Upcountry region, best known as the home of Revolutionary War general and statesman Andrew Pickens.
-
C.
Red Springs, North Carolina
Red Springs, North Carolina is a small town in Robeson County that serves as one of the historic communities associated with the Lumbee Native American tribe.
-
D.
Tamassee, South Carolina
Tamassee, South Carolina is a small unincorporated community in Oconee County known for its scenic foothills setting in the Blue Ridge Mountains and its historical ties to Revolutionary War figure Andrew Pickens.
-
E.
Fort Mill, South Carolina
Fort Mill, South Carolina is a rapidly growing suburban town in York County just south of Charlotte, known for its proximity to the North Carolina border and family-friendly 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78ac677881909ce8632f1a8af880 |
completed | March 20, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69becff590ec81908ed03474f21a95f5 |
completed | March 21, 2026, 5:05 p.m. |
| NEDg | Description generation | batch_69bed254037c8190b1487b12425f8abe |
completed | March 21, 2026, 5:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed2be57108190bc3e758c34ffc34f |
completed | March 21, 2026, 5:17 p.m. |
Created at: March 20, 2026, 1:43 p.m.