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.