Triple

T20370489
Position Surface form Disambiguated ID Type / Status
Subject Amerant Bank E497037 entity
Predicate hasSubsidiary P254 FINISHED
Object Amerant Investments, Inc.
Amerant Investments, Inc. is a financial services firm affiliated with Amerant Bank that provides investment and wealth management solutions to individual and institutional clients.
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 Investments, Inc. | Statement: [Amerant Bank, hasSubsidiary, Amerant Investments, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amerant Investments, Inc.
Context triple: [Amerant Bank, hasSubsidiary, Amerant Investments, Inc.]
  • A. Ellerman Investments
    Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
  • B. Arison Investments
    Arison Investments is a global investment firm and holding company that manages the diversified business and philanthropic interests of billionaire heiress Shari Arison.
  • C. Ariel Investments
    Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
  • D. Avalon Investments
    Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
  • E. 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.
  • 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 Investments, Inc.
Triple: [Amerant Bank, hasSubsidiary, Amerant Investments, Inc.]
Generated description
Amerant Investments, Inc. is a financial services firm affiliated with Amerant Bank that provides investment and wealth management solutions to individual and institutional clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amerant Investments, Inc.
Target entity description: Amerant Investments, Inc. is a financial services firm affiliated with Amerant Bank that provides investment and wealth management solutions to individual and institutional clients.
  • A. Ellerman Investments
    Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
  • B. Arison Investments
    Arison Investments is a global investment firm and holding company that manages the diversified business and philanthropic interests of billionaire heiress Shari Arison.
  • C. Ariel Investments
    Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
  • D. Avalon Investments
    Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
  • E. 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.
  • 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_6a08708f2b00819084806af8cf9c9e10 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a08717357a881908ba83d104fc3f228 completed May 16, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_6a087267236c81908c91359f270fb17e completed May 16, 2026, 1:34 p.m.
Created at: April 16, 2026, 11:26 a.m.