Triple
T13068671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg, South Carolina |
E329395
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
South Carolina Highway 70
South Carolina Highway 70 is a primary state highway in South Carolina that connects several rural communities and small towns in the central part of the state.
|
E1047535
|
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: South Carolina Highway 70 | Statement: [Bamberg, South Carolina, hasTransportation, South Carolina Highway 70]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Carolina Highway 70 Context triple: [Bamberg, South Carolina, hasTransportation, South Carolina Highway 70]
-
A.
South Carolina Highway 72
South Carolina Highway 72 is a primary state highway that runs across northern South Carolina, connecting several communities and facilitating regional travel and commerce.
-
B.
South Carolina Highway 57
South Carolina Highway 57 is a primary state highway in northeastern South Carolina that runs through rural communities and connects parts of Dillon County to nearby regional routes.
-
C.
South Carolina Highway 59
South Carolina Highway 59 is a primary state highway in northwestern South Carolina that connects the city of Seneca to nearby communities and regional routes.
-
D.
South Carolina Highway 49
South Carolina Highway 49 is a primary state highway that runs across northern South Carolina, connecting several communities and facilitating regional travel, including through York County.
-
E.
South Carolina Highway 48
South Carolina Highway 48 is a state highway in central South Carolina that connects the city of Columbia with surrounding rural communities, including Hopkins.
- 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: South Carolina Highway 70 Triple: [Bamberg, South Carolina, hasTransportation, South Carolina Highway 70]
Generated description
South Carolina Highway 70 is a primary state highway in South Carolina that connects several rural communities and small towns in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Carolina Highway 70 Target entity description: South Carolina Highway 70 is a primary state highway in South Carolina that connects several rural communities and small towns in the central part of the state.
-
A.
South Carolina Highway 72
South Carolina Highway 72 is a primary state highway that runs across northern South Carolina, connecting several communities and facilitating regional travel and commerce.
-
B.
South Carolina Highway 57
South Carolina Highway 57 is a primary state highway in northeastern South Carolina that runs through rural communities and connects parts of Dillon County to nearby regional routes.
-
C.
South Carolina Highway 59
South Carolina Highway 59 is a primary state highway in northwestern South Carolina that connects the city of Seneca to nearby communities and regional routes.
-
D.
South Carolina Highway 49
South Carolina Highway 49 is a primary state highway that runs across northern South Carolina, connecting several communities and facilitating regional travel, including through York County.
-
E.
South Carolina Highway 48
South Carolina Highway 48 is a state highway in central South Carolina that connects the city of Columbia with surrounding rural communities, including Hopkins.
- 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_69f75d7cfe24819096e8f4cd496a6fd7 |
completed | May 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69f7614fbe8c8190b4a32b129c64d6b0 |
completed | May 3, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f761a9e7448190835cfff6a1ad6405 |
completed | May 3, 2026, 2:54 p.m. |
Created at: April 9, 2026, 9 p.m.