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.