Triple

T12818271
Position Surface form Disambiguated ID Type / Status
Subject St. Tammany Parish E306458 entity
Predicate hasProtectedArea P855 FINISHED
Object Big Branch Marsh National Wildlife Refuge
Big Branch Marsh National Wildlife Refuge is a protected wetland area in Louisiana that conserves coastal marshes and wildlife habitat along the north shore of Lake Pontchartrain.
E1004336 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: Big Branch Marsh National Wildlife Refuge | Statement: [St. Tammany Parish, hasProtectedArea, Big Branch Marsh National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Branch Marsh National Wildlife Refuge
Context triple: [St. Tammany Parish, hasProtectedArea, Big Branch Marsh National Wildlife Refuge]
  • A. Wallkill River National Wildlife Refuge
    Wallkill River National Wildlife Refuge is a protected wetland and wildlife habitat along the Wallkill River that provides critical conservation areas for migratory birds and other native species, as well as opportunities for public recreation and environmental education.
  • B. Great Meadows National Wildlife Refuge
    Great Meadows National Wildlife Refuge is a protected wetland and wildlife habitat along the Concord and Sudbury Rivers in eastern Massachusetts, known for birdwatching, conservation, and nature trails.
  • C. 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.
  • D. 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.
  • E. Edwin B. Forsythe National Wildlife Refuge
    Edwin B. Forsythe National Wildlife Refuge is a coastal New Jersey wildlife refuge known for its extensive salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
  • 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: Big Branch Marsh National Wildlife Refuge
Triple: [St. Tammany Parish, hasProtectedArea, Big Branch Marsh National Wildlife Refuge]
Generated description
Big Branch Marsh National Wildlife Refuge is a protected wetland area in Louisiana that conserves coastal marshes and wildlife habitat along the north shore of Lake Pontchartrain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Branch Marsh National Wildlife Refuge
Target entity description: Big Branch Marsh National Wildlife Refuge is a protected wetland area in Louisiana that conserves coastal marshes and wildlife habitat along the north shore of Lake Pontchartrain.
  • A. Wallkill River National Wildlife Refuge
    Wallkill River National Wildlife Refuge is a protected wetland and wildlife habitat along the Wallkill River that provides critical conservation areas for migratory birds and other native species, as well as opportunities for public recreation and environmental education.
  • B. Great Meadows National Wildlife Refuge
    Great Meadows National Wildlife Refuge is a protected wetland and wildlife habitat along the Concord and Sudbury Rivers in eastern Massachusetts, known for birdwatching, conservation, and nature trails.
  • C. 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.
  • D. 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.
  • E. Edwin B. Forsythe National Wildlife Refuge
    Edwin B. Forsythe National Wildlife Refuge is a coastal New Jersey wildlife refuge known for its extensive salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9d00088190ac0f5d60e1de7a7c completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ecee33c8190a6bf045731bb9326 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f691341d0081909ca3b281ee64b42b completed May 3, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_69f692361c3c81909078a19be1a86231 completed May 3, 2026, 12:09 a.m.
Created at: April 9, 2026, 5:31 p.m.