Triple
T21269339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bankers Life and Casualty Company |
E524213
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
CNO Financial Group
CNO Financial Group is an American holding company that provides health and life insurance and retirement solutions through subsidiaries serving middle-income consumers and retirees.
|
E1475103
|
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: CNO Financial Group | Statement: [Bankers Life and Casualty Company, parentOrganization, CNO Financial Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CNO Financial Group Context triple: [Bankers Life and Casualty Company, parentOrganization, CNO Financial Group]
-
A.
CNA Financial
CNA Financial is a major U.S.-based commercial property and casualty insurance company.
-
B.
Fleet Financial Group
Fleet Financial Group was a major U.S. banking and financial services company based in New England that grew rapidly through acquisitions before eventually becoming part of Bank of America.
-
C.
Citizens Financial Group
Citizens Financial Group is a major U.S.-based regional bank holding company that provides a wide range of retail and commercial banking services.
-
D.
Amentum
Amentum is a large American government and defense contractor that provides engineering, logistics, mission support, and technical services to U.S. federal agencies and allied defense organizations.
-
E.
Chesapeake Group
The Chesapeake Group is a geologic rock unit in the Atlantic Coastal Plain of the eastern United States, notable for its Miocene-age marine sediments and fossil-rich formations.
- 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: CNO Financial Group Triple: [Bankers Life and Casualty Company, parentOrganization, CNO Financial Group]
Generated description
CNO Financial Group is an American holding company that provides health and life insurance and retirement solutions through subsidiaries serving middle-income consumers and retirees.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CNO Financial Group Target entity description: CNO Financial Group is an American holding company that provides health and life insurance and retirement solutions through subsidiaries serving middle-income consumers and retirees.
-
A.
CNA Financial
CNA Financial is a major U.S.-based commercial property and casualty insurance company.
-
B.
Fleet Financial Group
Fleet Financial Group was a major U.S. banking and financial services company based in New England that grew rapidly through acquisitions before eventually becoming part of Bank of America.
-
C.
Citizens Financial Group
Citizens Financial Group is a major U.S.-based regional bank holding company that provides a wide range of retail and commercial banking services.
-
D.
Amentum
Amentum is a large American government and defense contractor that provides engineering, logistics, mission support, and technical services to U.S. federal agencies and allied defense organizations.
-
E.
Chesapeake Group
The Chesapeake Group is a geologic rock unit in the Atlantic Coastal Plain of the eastern United States, notable for its Miocene-age marine sediments and fossil-rich formations.
- 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_69e0b5156d7881909bd4f83676590715 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73651115081908b5083ba818a6bb1 |
completed | April 21, 2026, 8:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099004e2388190b68ff3b9ddd2ae7c |
completed | May 17, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_6a09912674208190b30d2ba4b75dcf06 |
completed | May 17, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09928878208190bdfdbfa4d33350e1 |
completed | May 17, 2026, 10:03 a.m. |
Created at: April 16, 2026, 4:01 p.m.