Triple
T20883594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Willmar, Minnesota |
E514212
|
entity |
| Predicate | hasCompany |
P1287
|
FINISHED |
| Object |
Kandiyohi Power Cooperative
Kandiyohi Power Cooperative is a member-owned rural electric utility cooperative serving customers in and around the Willmar, Minnesota area.
|
E1455249
|
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: Kandiyohi Power Cooperative | Statement: [Willmar, Minnesota, hasCompany, Kandiyohi Power Cooperative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kandiyohi Power Cooperative Context triple: [Willmar, Minnesota, hasCompany, Kandiyohi Power Cooperative]
-
A.
Yakama Power
Yakama Power is a tribally owned utility company that provides electric power services on the Yakama Nation reservation and surrounding areas.
-
B.
Northcentral Electric Cooperative
Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
-
C.
Cloverland Electric Cooperative
Cloverland Electric Cooperative is a member-owned electric utility serving Michigan’s eastern Upper Peninsula, providing power generation and distribution to local communities.
-
D.
Colton Electric Utility
Colton Electric Utility is a municipally owned electric power provider serving residents and businesses in the City of Colton, California.
-
E.
Columbia Power Corporation
Columbia Power Corporation is a British Columbia Crown corporation that develops, owns, and operates hydroelectric power projects in the Columbia River Basin.
- 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: Kandiyohi Power Cooperative Triple: [Willmar, Minnesota, hasCompany, Kandiyohi Power Cooperative]
Generated description
Kandiyohi Power Cooperative is a member-owned rural electric utility cooperative serving customers in and around the Willmar, Minnesota area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kandiyohi Power Cooperative Target entity description: Kandiyohi Power Cooperative is a member-owned rural electric utility cooperative serving customers in and around the Willmar, Minnesota area.
-
A.
Yakama Power
Yakama Power is a tribally owned utility company that provides electric power services on the Yakama Nation reservation and surrounding areas.
-
B.
Northcentral Electric Cooperative
Northcentral Electric Cooperative is a member-owned utility company that provides electric power services to residents and businesses in and around Byhalia, Mississippi.
-
C.
Cloverland Electric Cooperative
Cloverland Electric Cooperative is a member-owned electric utility serving Michigan’s eastern Upper Peninsula, providing power generation and distribution to local communities.
-
D.
Colton Electric Utility
Colton Electric Utility is a municipally owned electric power provider serving residents and businesses in the City of Colton, California.
-
E.
Columbia Power Corporation
Columbia Power Corporation is a British Columbia Crown corporation that develops, owns, and operates hydroelectric power projects in the Columbia River Basin.
- 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c67b03088190be7cbcde8c59509a |
completed | April 21, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0913a67fec819093ea6b8388f983f0 |
completed | May 17, 2026, 1:02 a.m. |
| NEDg | Description generation | batch_6a0914d5ffb081909f7eca2593de8a10 |
completed | May 17, 2026, 1:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0915665ec081909695a6c4aba50dbc |
completed | May 17, 2026, 1:09 a.m. |
Created at: April 16, 2026, 12:46 p.m.