Triple
T16467506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jackson County, Mississippi |
E399972
|
entity |
| Predicate | hasProtectedArea |
P855
|
FINISHED |
| Object |
Pascagoula River Wildlife Management Area
Pascagoula River Wildlife Management Area is a protected natural area in coastal Mississippi known for conserving bottomland hardwood forests, wetlands, and diverse wildlife along the Pascagoula River.
|
E1215333
|
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: Pascagoula River Wildlife Management Area | Statement: [Jackson County, Mississippi, hasProtectedArea, Pascagoula River Wildlife Management Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pascagoula River Wildlife Management Area Context triple: [Jackson County, Mississippi, hasProtectedArea, Pascagoula River Wildlife Management Area]
-
A.
Atchafalaya National Wildlife Refuge
Atchafalaya National Wildlife Refuge is a protected area in Louisiana that conserves a portion of the vast Atchafalaya Basin’s bottomland hardwood forests, wetlands, and diverse wildlife.
-
B.
Bayou Sauvage National Wildlife Refuge
Bayou Sauvage National Wildlife Refuge is a large urban wildlife refuge near New Orleans that protects vital coastal marshes and wetlands for migratory birds and other native wildlife.
-
C.
Bayou Meto Wildlife Management Area
Bayou Meto Wildlife Management Area is a large, state-managed wetland and forest habitat in Arkansas renowned for its waterfowl hunting, wildlife viewing, and conservation of bottomland hardwood ecosystems.
-
D.
Black Bayou Lake National Wildlife Refuge
Black Bayou Lake National Wildlife Refuge is a protected natural area in northern Louisiana known for its cypress-tupelo swamps, diverse wildlife, and opportunities for birdwatching, fishing, and environmental education.
-
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: Pascagoula River Wildlife Management Area Triple: [Jackson County, Mississippi, hasProtectedArea, Pascagoula River Wildlife Management Area]
Generated description
Pascagoula River Wildlife Management Area is a protected natural area in coastal Mississippi known for conserving bottomland hardwood forests, wetlands, and diverse wildlife along the Pascagoula River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pascagoula River Wildlife Management Area Target entity description: Pascagoula River Wildlife Management Area is a protected natural area in coastal Mississippi known for conserving bottomland hardwood forests, wetlands, and diverse wildlife along the Pascagoula River.
-
A.
Atchafalaya National Wildlife Refuge
Atchafalaya National Wildlife Refuge is a protected area in Louisiana that conserves a portion of the vast Atchafalaya Basin’s bottomland hardwood forests, wetlands, and diverse wildlife.
-
B.
Bayou Sauvage National Wildlife Refuge
Bayou Sauvage National Wildlife Refuge is a large urban wildlife refuge near New Orleans that protects vital coastal marshes and wetlands for migratory birds and other native wildlife.
-
C.
Bayou Meto Wildlife Management Area
Bayou Meto Wildlife Management Area is a large, state-managed wetland and forest habitat in Arkansas renowned for its waterfowl hunting, wildlife viewing, and conservation of bottomland hardwood ecosystems.
-
D.
Black Bayou Lake National Wildlife Refuge
Black Bayou Lake National Wildlife Refuge is a protected natural area in northern Louisiana known for its cypress-tupelo swamps, diverse wildlife, and opportunities for birdwatching, fishing, and environmental education.
-
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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f5914dc81908c3b8cf999ee76a1 |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a0050c5d4548190a674c1c19f08a9fd |
completed | May 10, 2026, 9:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0051a7ae208190b33d42cc8d4bb21f |
completed | May 10, 2026, 9:36 a.m. |
Created at: April 10, 2026, 5:11 a.m.