Triple
T15720824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheboygan County, Wisconsin |
E381086
|
entity |
| Predicate | hasMajorEmployer |
P588
|
FINISHED |
| Object |
Kohler Company
Kohler Company is a prominent American manufacturer best known for its kitchen and bath fixtures, engines, and power systems, as well as its hospitality and real estate ventures.
|
E1173100
|
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: Kohler Company | Statement: [Sheboygan County, Wisconsin, hasMajorEmployer, Kohler Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kohler Company Context triple: [Sheboygan County, Wisconsin, hasMajorEmployer, Kohler Company]
-
A.
Kohler
Kohler is a German-origin surname borne by various notable individuals, including scholars, politicians, and artists.
-
B.
Sanderson Plumbing Products, Inc.
Sanderson Plumbing Products, Inc. is a plumbing fixtures manufacturer best known for its role as the employer-defendant in the U.S. Supreme Court age discrimination case Reeves v. Sanderson Plumbing Products, Inc.
-
C.
Diversey
Diversey is a Chicago Transit Authority 'L' station on the Brown Line located in the Lincoln Park/Lakeview area of Chicago.
-
D.
Stanley Works
Stanley Works is a historic American tool and hardware manufacturing company best known as a predecessor to Stanley Black & Decker.
-
E.
Fiskars Corporation
Fiskars Corporation is a Finnish consumer goods company best known for its iconic orange-handled scissors and ownership of several heritage home and lifestyle brands.
- 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: Kohler Company Triple: [Sheboygan County, Wisconsin, hasMajorEmployer, Kohler Company]
Generated description
Kohler Company is a prominent American manufacturer best known for its kitchen and bath fixtures, engines, and power systems, as well as its hospitality and real estate ventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kohler Company Target entity description: Kohler Company is a prominent American manufacturer best known for its kitchen and bath fixtures, engines, and power systems, as well as its hospitality and real estate ventures.
-
A.
Kohler
Kohler is a German-origin surname borne by various notable individuals, including scholars, politicians, and artists.
-
B.
Sanderson Plumbing Products, Inc.
Sanderson Plumbing Products, Inc. is a plumbing fixtures manufacturer best known for its role as the employer-defendant in the U.S. Supreme Court age discrimination case Reeves v. Sanderson Plumbing Products, Inc.
-
C.
Diversey
Diversey is a Chicago Transit Authority 'L' station on the Brown Line located in the Lincoln Park/Lakeview area of Chicago.
-
D.
Stanley Works
Stanley Works is a historic American tool and hardware manufacturing company best known as a predecessor to Stanley Black & Decker.
-
E.
Fiskars Corporation
Fiskars Corporation is a Finnish consumer goods company best known for its iconic orange-handled scissors and ownership of several heritage home and lifestyle brands.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fb0b51081908e652ec4992296fa |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff75852cf88190be054160d5cbc675 |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff783a84308190baffa6bbdfa56093 |
completed | May 9, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff78f94c048190adbe51f2cf76a2e6 |
completed | May 9, 2026, 6:12 p.m. |
Created at: April 10, 2026, 4:45 a.m.