Triple
T21690152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kemper family |
E535338
|
entity |
| Predicate | foundedOrganization |
P5194
|
FINISHED |
| Object |
Kemper Insurance Companies
Kemper Insurance Companies is a major American insurance provider offering a range of personal and commercial insurance products nationwide.
|
E1497064
|
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: Kemper Insurance Companies | Statement: [Kemper family, foundedOrganization, Kemper Insurance Companies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kemper Insurance Companies Context triple: [Kemper family, foundedOrganization, Kemper Insurance Companies]
-
A.
National Indemnity Company
National Indemnity Company is a major U.S. property and casualty insurer best known as a core insurance subsidiary of Berkshire Hathaway.
-
B.
Kansas City Life Insurance Company
Kansas City Life Insurance Company is a U.S.-based life insurance provider known for offering a range of life, annuity, and related financial products to individuals and businesses.
-
C.
United American Insurance Company
United American Insurance Company is a U.S.-based insurer known for offering life and supplemental health insurance products, operating as a subsidiary of Globe Life.
-
D.
Erie Insurance Group
Erie Insurance Group is a U.S.-based multi-line insurance company headquartered in Erie, Pennsylvania, offering auto, home, business, and life insurance across multiple states.
-
E.
Great American Insurance Company
Great American Insurance Company is a major U.S.-based property and casualty insurer known for providing specialized commercial insurance products and services.
- 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: Kemper Insurance Companies Triple: [Kemper family, foundedOrganization, Kemper Insurance Companies]
Generated description
Kemper Insurance Companies is a major American insurance provider offering a range of personal and commercial insurance products nationwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kemper Insurance Companies Target entity description: Kemper Insurance Companies is a major American insurance provider offering a range of personal and commercial insurance products nationwide.
-
A.
National Indemnity Company
National Indemnity Company is a major U.S. property and casualty insurer best known as a core insurance subsidiary of Berkshire Hathaway.
-
B.
Kansas City Life Insurance Company
Kansas City Life Insurance Company is a U.S.-based life insurance provider known for offering a range of life, annuity, and related financial products to individuals and businesses.
-
C.
United American Insurance Company
United American Insurance Company is a U.S.-based insurer known for offering life and supplemental health insurance products, operating as a subsidiary of Globe Life.
-
D.
Erie Insurance Group
Erie Insurance Group is a U.S.-based multi-line insurance company headquartered in Erie, Pennsylvania, offering auto, home, business, and life insurance across multiple states.
-
E.
Great American Insurance Company
Great American Insurance Company is a major U.S.-based property and casualty insurer known for providing specialized commercial insurance products and services.
- 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_69e0c46a6ee481908836e1420fb78c9b |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef96ce2ff88190a6cbfff45bb6a04f |
completed | April 27, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a1e23a7308190bb36c101760e46dc |
completed | May 17, 2026, 7:59 p.m. |
| NEDg | Description generation | batch_6a0a1facb8a48190b61f8df03b38a939 |
completed | May 17, 2026, 8:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a202f4c6c8190b46839b2edab7b60 |
completed | May 17, 2026, 8:08 p.m. |
Created at: April 16, 2026, 6:44 p.m.