Triple
T18378988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonanza, Oregon |
E446391
|
entity |
| Predicate | isInMetropolitanArea |
P294
|
FINISHED |
| Object |
Klamath Falls micropolitan area
The Klamath Falls micropolitan area is a small population center in south-central Oregon centered on the city of Klamath Falls and its surrounding rural communities.
|
E224097
|
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: Klamath Falls micropolitan area | Statement: [Bonanza, Oregon, isInMetropolitanArea, Klamath Falls micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klamath Falls micropolitan area Context triple: [Bonanza, Oregon, isInMetropolitanArea, Klamath Falls micropolitan area]
-
A.
Klamath Falls
Klamath Falls is a city in southern Oregon known as a regional hub near Upper Klamath Lake, offering outdoor recreation, rail connections, and proximity to Crater Lake National Park.
-
B.
Roseburg, Oregon micropolitan area
The Roseburg, Oregon micropolitan area is a small urban-centered region in southwestern Oregon anchored by the city of Roseburg and encompassing surrounding communities in Douglas County.
-
C.
Prineville, Oregon
Prineville, Oregon is a small city in central Oregon known as a gateway to the state’s High Desert region and for its ranching, outdoor recreation, and growing tech-related infrastructure.
-
D.
Eugene–Springfield metropolitan area
The Eugene–Springfield metropolitan area is a population and economic center in western Oregon anchored by the cities of Eugene and Springfield.
-
E.
Umatilla, Oregon
Umatilla, Oregon is a small city in northeastern Oregon along the Columbia River, known historically as a transportation hub and for its proximity to major hydroelectric and irrigation infrastructure.
- 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: Klamath Falls micropolitan area Triple: [Bonanza, Oregon, isInMetropolitanArea, Klamath Falls micropolitan area]
Generated description
The Klamath Falls micropolitan area is a small population center in south-central Oregon centered on the city of Klamath Falls and its surrounding rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klamath Falls micropolitan area Target entity description: The Klamath Falls micropolitan area is a small population center in south-central Oregon centered on the city of Klamath Falls and its surrounding rural communities.
-
A.
Klamath Falls
chosen
Klamath Falls is a city in southern Oregon known as a regional hub near Upper Klamath Lake, offering outdoor recreation, rail connections, and proximity to Crater Lake National Park.
-
B.
Roseburg, Oregon micropolitan area
The Roseburg, Oregon micropolitan area is a small urban-centered region in southwestern Oregon anchored by the city of Roseburg and encompassing surrounding communities in Douglas County.
-
C.
Prineville, Oregon
Prineville, Oregon is a small city in central Oregon known as a gateway to the state’s High Desert region and for its ranching, outdoor recreation, and growing tech-related infrastructure.
-
D.
Eugene–Springfield metropolitan area
The Eugene–Springfield metropolitan area is a population and economic center in western Oregon anchored by the cities of Eugene and Springfield.
-
E.
Umatilla, Oregon
Umatilla, Oregon is a small city in northeastern Oregon along the Columbia River, known historically as a transportation hub and for its proximity to major hydroelectric and irrigation infrastructure.
- 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51799e0f4819089e8af04888549bf |
completed | April 19, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fd060ac819085c23e931203ec3d |
completed | May 13, 2026, 5:44 a.m. |
| NEDg | Description generation | batch_6a0410995964819093a16a750fd81319 |
completed | May 13, 2026, 5:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04110bce308190b2c6f0c78708b84d |
completed | May 13, 2026, 5:50 a.m. |
Created at: April 10, 2026, 10:45 a.m.