Triple
T15219115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lancaster County, South Carolina |
E363714
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Heath Springs, South Carolina
Heath Springs, South Carolina is a small town in northern South Carolina known for its rural character and location within the Charlotte metropolitan region.
|
E1158901
|
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: Heath Springs, South Carolina | Statement: [Lancaster County, South Carolina, hasMunicipality, Heath Springs, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heath Springs, South Carolina Context triple: [Lancaster County, South Carolina, hasMunicipality, Heath Springs, South Carolina]
-
A.
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.
-
B.
Newberry, South Carolina
Newberry, South Carolina is a small historic city in central South Carolina known for its preserved downtown, cultural events, and the presence of Newberry College.
-
C.
Socastee, South Carolina
Socastee, South Carolina is a suburban community near Myrtle Beach known for its historic swing bridge over the Intracoastal Waterway and its role as a residential hub in the Grand Strand area.
-
D.
Estill, South Carolina
Estill, South Carolina is a small rural town in southern South Carolina known for its historic character and location within Hampton County.
-
E.
Hopkins, South Carolina
Hopkins, South Carolina is a small unincorporated community in Richland County located just southeast of Columbia and near Congaree National Park.
- 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: Heath Springs, South Carolina Triple: [Lancaster County, South Carolina, hasMunicipality, Heath Springs, South Carolina]
Generated description
Heath Springs, South Carolina is a small town in northern South Carolina known for its rural character and location within the Charlotte metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heath Springs, South Carolina Target entity description: Heath Springs, South Carolina is a small town in northern South Carolina known for its rural character and location within the Charlotte metropolitan region.
-
A.
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.
-
B.
Newberry, South Carolina
Newberry, South Carolina is a small historic city in central South Carolina known for its preserved downtown, cultural events, and the presence of Newberry College.
-
C.
Socastee, South Carolina
Socastee, South Carolina is a suburban community near Myrtle Beach known for its historic swing bridge over the Intracoastal Waterway and its role as a residential hub in the Grand Strand area.
-
D.
Estill, South Carolina
Estill, South Carolina is a small rural town in southern South Carolina known for its historic character and location within Hampton County.
-
E.
Hopkins, South Carolina
Hopkins, South Carolina is a small unincorporated community in Richland County located just southeast of Columbia and near Congaree National Park.
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007709d3881908384f0fe1e0218d0 |
completed | April 15, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2ce894548190a19bab33285ad165 |
completed | May 9, 2026, 12:47 p.m. |
| NEDg | Description generation | batch_69ff2e1fb27c81908de0d755bf30c833 |
completed | May 9, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2f3ab6988190b4cefe2f55c4101c |
completed | May 9, 2026, 12:57 p.m. |
Created at: April 10, 2026, 3:11 a.m.