Triple
T4600573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shoshone, California |
E100308
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object |
Shoshone Wetlands
Shoshone Wetlands is a desert oasis and wildlife habitat near Shoshone, California, known for its natural springs, birdwatching, and unique wetland ecosystem in the Mojave Desert.
|
E174474
|
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: Shoshone Wetlands | Statement: [Shoshone, California, hasNearbyAttraction, Shoshone Wetlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shoshone Wetlands Context triple: [Shoshone, California, hasNearbyAttraction, Shoshone Wetlands]
-
A.
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.
-
B.
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.
-
C.
Upper Klamath National Wildlife Refuge
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.
-
D.
Fish Springs National Wildlife Refuge
Fish Springs National Wildlife Refuge is a remote wetland sanctuary in Utah’s west desert that provides critical habitat for migratory birds and other wildlife.
-
E.
Ash Meadows National Wildlife Refuge
Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
- 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: Shoshone Wetlands Triple: [Shoshone, California, hasNearbyAttraction, Shoshone Wetlands]
Generated description
Shoshone Wetlands is a desert oasis and wildlife habitat near Shoshone, California, known for its natural springs, birdwatching, and unique wetland ecosystem in the Mojave Desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shoshone Wetlands Target entity description: Shoshone Wetlands is a desert oasis and wildlife habitat near Shoshone, California, known for its natural springs, birdwatching, and unique wetland ecosystem in the Mojave Desert.
-
A.
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.
-
B.
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.
-
C.
Upper Klamath National Wildlife Refuge
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.
-
D.
Fish Springs National Wildlife Refuge
Fish Springs National Wildlife Refuge is a remote wetland sanctuary in Utah’s west desert that provides critical habitat for migratory birds and other wildlife.
-
E.
Ash Meadows National Wildlife Refuge
chosen
Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
- F. None of above.
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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5971f448819090f6e76c7d3ffc2d |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa5a7aac8190b540b80816d55051 |
completed | March 21, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_69bdfb37b1448190a4001b9ed2b79012 |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc0e456c81908efa3858d981ccc0 |
completed | March 21, 2026, 2:01 a.m. |
Created at: March 20, 2026, 1:11 p.m.