Triple
T6227048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sumter County, South Carolina |
E139258
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Shaw Heights, South Carolina
Shaw Heights, South Carolina is a small census-designated community located in Sumter County in the central part of the state.
|
E577409
|
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: Shaw Heights, South Carolina | Statement: [Sumter County, South Carolina, containsCensusDesignatedPlace, Shaw Heights, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaw Heights, South Carolina Context triple: [Sumter County, South Carolina, containsCensusDesignatedPlace, Shaw Heights, South Carolina]
-
A.
Hartsville, South Carolina
Hartsville, South Carolina is a small city in Darlington County known for its historic downtown, industrial base, and role as a regional hub in northeastern South Carolina.
-
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.
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.
-
D.
Blackville, South Carolina
Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
-
E.
Kline, South Carolina
Kline, South Carolina is a small rural town located in Barnwell County in the southern part 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: Shaw Heights, South Carolina Triple: [Sumter County, South Carolina, containsCensusDesignatedPlace, Shaw Heights, South Carolina]
Generated description
Shaw Heights, South Carolina is a small census-designated community located in Sumter County in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaw Heights, South Carolina Target entity description: Shaw Heights, South Carolina is a small census-designated community located in Sumter County in the central part of the state.
-
A.
Hartsville, South Carolina
Hartsville, South Carolina is a small city in Darlington County known for its historic downtown, industrial base, and role as a regional hub in northeastern South Carolina.
-
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.
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.
-
D.
Blackville, South Carolina
Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
-
E.
Kline, South Carolina
Kline, South Carolina is a small rural town located in Barnwell County in the southern part 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_69c008afd3148190b71e9eaa60420dd1 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c062d5403081908effc8330bda3f0a |
completed | March 22, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20dda7f80819085c0d6501a54f931 |
completed | March 24, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69c211420c108190a868fa53877580b7 |
completed | March 24, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c211d546348190b3954e3462b90a5f |
completed | March 24, 2026, 4:23 a.m. |
Created at: March 22, 2026, 4:22 p.m.