Triple
T5946285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkeley County, South Carolina |
E132287
|
entity |
| Predicate | hasProtectedArea |
P855
|
FINISHED |
| Object | Francis Marion National Forest |
E151030
|
NE FINISHED |
How this triple was built (2 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: Francis Marion National Forest | Statement: [Berkeley County, South Carolina, hasProtectedArea, Francis Marion National Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francis Marion National Forest Context triple: [Berkeley County, South Carolina, hasProtectedArea, Francis Marion National Forest]
-
A.
Francis Marion National Forest
chosen
Francis Marion National Forest is a protected woodland area in South Carolina known for its diverse ecosystems, recreational opportunities, and conservation of coastal plain habitats.
-
B.
Tuskegee National Forest
Tuskegee National Forest is a small U.S. national forest in eastern Alabama known for its pine woodlands, wildlife habitat, and recreational opportunities such as hiking, hunting, and fishing.
-
C.
Apalachicola National Forest
Apalachicola National Forest is a large protected woodland in the Florida Panhandle known for its longleaf pine ecosystems, diverse wildlife, and extensive hiking and recreation opportunities.
-
D.
Conecuh National Forest
Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
-
E.
Croatan National Forest
Croatan National Forest is a federally protected forest in eastern North Carolina known for its coastal wetlands, longleaf pine ecosystems, and diverse wildlife.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c00869d3308190af89b2453e0f7546 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0393bd4488190bba68d9c6e872e04 |
completed | March 22, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3c4120c8190bab97f91a7bc7030 |
completed | March 23, 2026, 6:55 a.m. |
Created at: March 22, 2026, 4:01 p.m.