Triple
T20370520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amerant Bank |
E497037
|
entity |
| Predicate | brandOwner |
P347
|
FINISHED |
| Object |
Amerant Bancorp Inc.
Amerant Bancorp Inc. is a U.S.-based bank holding company that provides a range of commercial and consumer banking and financial services through its Amerant Bank subsidiary.
|
E497037
|
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: Amerant Bancorp Inc. | Statement: [Amerant Bank, brandOwner, Amerant Bancorp Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amerant Bancorp Inc. Context triple: [Amerant Bank, brandOwner, Amerant Bancorp Inc.]
-
A.
Amerant Bank
Amerant Bank is a U.S.-based community bank that provides personal and commercial banking services, primarily serving customers in Florida and Texas.
-
B.
Alerus Financial
Alerus Financial is a U.S.-based financial services company offering banking, wealth management, and retirement solutions to individuals and businesses.
-
C.
Ameris Bank
Ameris Bank is a regional financial institution based in the southeastern United States, offering a range of banking and financial services to individuals and businesses.
-
D.
Tarkenton Financial
Tarkenton Financial is a financial services and insurance marketing firm founded by former NFL quarterback and entrepreneur Fran Tarkenton, focused on retirement and wealth-planning solutions for independent advisors and their clients.
-
E.
Commonwealth & Southern Corporation
Commonwealth & Southern Corporation was a major American electric utility holding company in the early 20th century, known for its extensive regional power operations and for employing future presidential candidate Wendell Willkie as its president.
- 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: Amerant Bancorp Inc. Triple: [Amerant Bank, brandOwner, Amerant Bancorp Inc.]
Generated description
Amerant Bancorp Inc. is a U.S.-based bank holding company that provides a range of commercial and consumer banking and financial services through its Amerant Bank subsidiary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amerant Bancorp Inc. Target entity description: Amerant Bancorp Inc. is a U.S.-based bank holding company that provides a range of commercial and consumer banking and financial services through its Amerant Bank subsidiary.
-
A.
Amerant Bank
chosen
Amerant Bank is a U.S.-based community bank that provides personal and commercial banking services, primarily serving customers in Florida and Texas.
-
B.
Alerus Financial
Alerus Financial is a U.S.-based financial services company offering banking, wealth management, and retirement solutions to individuals and businesses.
-
C.
Ameris Bank
Ameris Bank is a regional financial institution based in the southeastern United States, offering a range of banking and financial services to individuals and businesses.
-
D.
Tarkenton Financial
Tarkenton Financial is a financial services and insurance marketing firm founded by former NFL quarterback and entrepreneur Fran Tarkenton, focused on retirement and wealth-planning solutions for independent advisors and their clients.
-
E.
Commonwealth & Southern Corporation
Commonwealth & Southern Corporation was a major American electric utility holding company in the early 20th century, known for its extensive regional power operations and for employing future presidential candidate Wendell Willkie as its president.
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e678758b98819082c6440e03ad1615 |
completed | April 20, 2026, 7:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b11a6c881909256913aa9a977b2 |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088014c30c8190937586dc3f23862e |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08810e37c08190bd7e8b584204064c |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 16, 2026, 11:26 a.m.