Triple
T9315123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klamath Falls |
E224097
|
entity |
| Predicate | hasNearbyWildlifeRefuge |
P88045
|
FINISHED |
| Object | Upper Klamath National Wildlife Refuge |
E447883
|
NE FINISHED |
How this triple was built (3 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: Upper Klamath National Wildlife Refuge | Statement: [Klamath Falls, hasNearbyWildlifeRefuge, Upper Klamath National Wildlife Refuge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Klamath National Wildlife Refuge Context triple: [Klamath Falls, hasNearbyWildlifeRefuge, Upper Klamath National Wildlife Refuge]
-
A.
Upper Klamath National Wildlife Refuge
chosen
Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
-
B.
Lower Klamath National Wildlife Refuge
Lower Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in the Klamath Basin, renowned as a critical stopover for migratory birds along the Pacific Flyway.
-
C.
Klamath Marsh National Wildlife Refuge
Klamath Marsh National Wildlife Refuge is a protected wetland area in south-central Oregon known for its extensive marshes and rich bird and wildlife habitat.
-
D.
Umatilla National Wildlife Refuge
Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
-
E.
Minidoka National Wildlife Refuge
Minidoka National Wildlife Refuge is a protected area in south-central Idaho that provides important habitat for migratory birds, waterfowl, and other wildlife around the reservoir created by Minidoka Dam.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyWildlifeRefuge Context triple: [Klamath Falls, hasNearbyWildlifeRefuge, Upper Klamath National Wildlife Refuge]
-
A.
hasNearbyWildlife
Indicates that there is wildlife located close to or in the immediate vicinity of the referenced entity.
-
B.
hasNearbyNatureReserve
Indicates that one place or entity is located close to a designated nature reserve.
-
C.
hasNearbyWildernessArea
Indicates that a wilderness area is located within a close geographic proximity to the referenced place or entity.
-
D.
hasWildlifeSite
Indicates that a location or entity possesses, contains, or is designated as a wildlife site.
-
E.
designatedAsWildlifeRefuge
Indicates that an area has been officially assigned the status and protections of a wildlife refuge.
- 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_69ca8425f4fc81909c1c586e9a5b7530 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd20b2274481908ddb4eda70cea8cc |
completed | April 1, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0c7acba54819086da668f234321de |
completed | April 4, 2026, 8:11 a.m. |
| PD | Predicate disambiguation | batch_69cc7a61e9a4819096eb014f3791ef2e |
completed | April 1, 2026, 1:52 a.m. |
| PDg | Predicate description generation | batch_69cc955a38108190b602d1e73725f11b |
completed | April 1, 2026, 3:47 a.m. |
Created at: March 30, 2026, 7:37 p.m.