Triple
T12430750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horry County, South Carolina |
E297020
|
entity |
| Predicate | containsProtectedArea |
P855
|
FINISHED |
| Object |
Waccamaw National Wildlife Refuge
Waccamaw National Wildlife Refuge is a protected area in coastal South Carolina that conserves diverse wetland habitats and provides important wildlife habitat and recreational opportunities.
|
E993009
|
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: Waccamaw National Wildlife Refuge | Statement: [Horry County, South Carolina, containsProtectedArea, Waccamaw National Wildlife Refuge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waccamaw National Wildlife Refuge Context triple: [Horry County, South Carolina, containsProtectedArea, Waccamaw National Wildlife Refuge]
-
A.
Blackwater National Wildlife Refuge
Blackwater National Wildlife Refuge is a protected wetland and wildlife sanctuary on Maryland’s Eastern Shore, renowned as a critical habitat for migratory birds and other Chesapeake Bay species.
-
B.
Alligator River National Wildlife Refuge
Alligator River National Wildlife Refuge is a protected wetland and wildlife habitat in eastern North Carolina known for its black bears, red wolves, and diverse coastal ecosystems.
-
C.
Roanoke River National Wildlife Refuge
Roanoke River National Wildlife Refuge is a protected area in North Carolina that conserves bottomland hardwood forests and wetlands along the Roanoke River, providing critical habitat for diverse wildlife and migratory birds.
-
D.
Wassaw National Wildlife Refuge
Wassaw National Wildlife Refuge is a relatively undeveloped barrier island refuge in coastal Georgia known for its pristine beaches, salt marshes, maritime forests, and important habitat for migratory birds and sea turtles.
-
E.
Bogue Chitto National Wildlife Refuge
Bogue Chitto National Wildlife Refuge is a protected wetland and forest area in Louisiana and Mississippi known for its rich biodiversity, bottomland hardwood forests, and recreational opportunities like fishing, hunting, and wildlife observation.
- 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: Waccamaw National Wildlife Refuge Triple: [Horry County, South Carolina, containsProtectedArea, Waccamaw National Wildlife Refuge]
Generated description
Waccamaw National Wildlife Refuge is a protected area in coastal South Carolina that conserves diverse wetland habitats and provides important wildlife habitat and recreational opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waccamaw National Wildlife Refuge Target entity description: Waccamaw National Wildlife Refuge is a protected area in coastal South Carolina that conserves diverse wetland habitats and provides important wildlife habitat and recreational opportunities.
-
A.
Blackwater National Wildlife Refuge
Blackwater National Wildlife Refuge is a protected wetland and wildlife sanctuary on Maryland’s Eastern Shore, renowned as a critical habitat for migratory birds and other Chesapeake Bay species.
-
B.
Alligator River National Wildlife Refuge
Alligator River National Wildlife Refuge is a protected wetland and wildlife habitat in eastern North Carolina known for its black bears, red wolves, and diverse coastal ecosystems.
-
C.
Roanoke River National Wildlife Refuge
Roanoke River National Wildlife Refuge is a protected area in North Carolina that conserves bottomland hardwood forests and wetlands along the Roanoke River, providing critical habitat for diverse wildlife and migratory birds.
-
D.
Wassaw National Wildlife Refuge
Wassaw National Wildlife Refuge is a relatively undeveloped barrier island refuge in coastal Georgia known for its pristine beaches, salt marshes, maritime forests, and important habitat for migratory birds and sea turtles.
-
E.
Bogue Chitto National Wildlife Refuge
Bogue Chitto National Wildlife Refuge is a protected wetland and forest area in Louisiana and Mississippi known for its rich biodiversity, bottomland hardwood forests, and recreational opportunities like fishing, hunting, and wildlife observation.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7f2fd08190ab959742dbd8f9c0 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ea44a808190af2c5a6633120814 |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f661369d608190b7b4f8b2bcf6e9b3 |
completed | May 2, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f661b369fc81909ced522d7057589e |
completed | May 2, 2026, 8:42 p.m. |
Created at: April 8, 2026, 9:55 p.m.