Triple
T13096884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlboro County, South Carolina |
E310612
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Tatum, South Carolina
Tatum, South Carolina is a small town located in Marlboro County in the northeastern part of the state.
|
E1070667
|
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: Tatum, South Carolina | Statement: [Marlboro County, South Carolina, hasSettlement, Tatum, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tatum, South Carolina Context triple: [Marlboro County, South Carolina, hasSettlement, Tatum, South Carolina]
-
A.
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.
-
B.
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.
-
C.
Bowman, South Carolina
Bowman, South Carolina is a small rural town in southeastern South Carolina known for its agricultural surroundings and location within Orangeburg County.
-
D.
Latta, South Carolina
Latta, South Carolina is a small historic town in northeastern South Carolina known for its preserved architecture and location within Dillon County.
-
E.
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.
- 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: Tatum, South Carolina Triple: [Marlboro County, South Carolina, hasSettlement, Tatum, South Carolina]
Generated description
Tatum, South Carolina is a small town located in Marlboro County in the northeastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tatum, South Carolina Target entity description: Tatum, South Carolina is a small town located in Marlboro County in the northeastern part of the state.
-
A.
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.
-
B.
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.
-
C.
Bowman, South Carolina
Bowman, South Carolina is a small rural town in southeastern South Carolina known for its agricultural surroundings and location within Orangeburg County.
-
D.
Latta, South Carolina
Latta, South Carolina is a small historic town in northeastern South Carolina known for its preserved architecture and location within Dillon County.
-
E.
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.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d9814e88a0819088418c792ce7aa57 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce5d00888190af03d9ef287f421f |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f7cfc5ebe481908a4d0324fa092990 |
completed | May 3, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb5504702081908a1492f1a8e24434 |
completed | May 6, 2026, 2:49 p.m. |
Created at: April 9, 2026, 9:04 p.m.