Triple
T13067519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orangeburg County, South Carolina |
E329366
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Springfield, South Carolina
Springfield, South Carolina is a small rural town in Orangeburg County known for its tight-knit community and agricultural surroundings.
|
E1056799
|
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: Springfield, South Carolina | Statement: [Orangeburg County, South Carolina, hasTown, Springfield, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield, South Carolina Context triple: [Orangeburg County, South Carolina, hasTown, Springfield, 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.
Livingston, South Carolina
Livingston, South Carolina is a small rural town located in Orangeburg County in the central part of the state.
-
C.
Jackson, South Carolina
Jackson, South Carolina is a small town in western South Carolina located near the Savannah River and the Savannah River Site, within the Augusta metropolitan area.
-
D.
Easley, South Carolina
Easley, South Carolina is a small city in the northwestern part of the state known for its proximity to the Blue Ridge Mountains and its role as a suburban community near Greenville.
-
E.
Lexington, South Carolina
Lexington, South Carolina is a rapidly growing suburban town near Columbia that serves as the county seat of Lexington County and a commercial hub of the central Midlands region.
- 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: Springfield, South Carolina Triple: [Orangeburg County, South Carolina, hasTown, Springfield, South Carolina]
Generated description
Springfield, South Carolina is a small rural town in Orangeburg County known for its tight-knit community and agricultural surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Springfield, South Carolina Target entity description: Springfield, South Carolina is a small rural town in Orangeburg County known for its tight-knit community and agricultural surroundings.
-
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.
Livingston, South Carolina
Livingston, South Carolina is a small rural town located in Orangeburg County in the central part of the state.
-
C.
Jackson, South Carolina
Jackson, South Carolina is a small town in western South Carolina located near the Savannah River and the Savannah River Site, within the Augusta metropolitan area.
-
D.
Easley, South Carolina
Easley, South Carolina is a small city in the northwestern part of the state known for its proximity to the Blue Ridge Mountains and its role as a suburban community near Greenville.
-
E.
Lexington, South Carolina
Lexington, South Carolina is a rapidly growing suburban town near Columbia that serves as the county seat of Lexington County and a commercial hub of the central Midlands region.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ec8ba48190baf52c7823482680 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d3398b08190a0fc4b6044576e0a |
completed | May 3, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f79e77b5e88190a85f4061c8abb8a4 |
completed | May 3, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fa5249481909b2c046ed9801371 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9 p.m.