Triple

T2452002
Position Surface form Disambiguated ID Type / Status
Subject Hunter Biden E53725 entity
Predicate employer P7 FINISHED
Object MBNA America
MBNA America was a major U.S. bank holding company and one of the largest issuers of credit cards before its acquisition by Bank of America.
 E269001 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: MBNA America | Statement: [Hunter Biden, employer, MBNA America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MBNA America
Context triple: [Hunter Biden, employer, MBNA America]
  • A. Discover Card
    Discover Card is a major U.S. credit card brand known for its cash-back rewards, no annual fees on many cards, and widespread acceptance.
  • B. American Express
    American Express is a global financial services company best known for its charge and credit cards, payment network, and travel-related services.
  • C. Citibank
    Citibank is a major global banking and financial services institution headquartered in the United States, known for its extensive international retail and corporate banking operations.
  • D. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • E. Chase Bank
    Chase Bank is a major U.S. consumer and commercial banking institution operated by JPMorgan Chase, offering a wide range of financial products and services nationwide.
  • 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: MBNA America
Triple: [Hunter Biden, employer, MBNA America]
Generated description
MBNA America was a major U.S. bank holding company and one of the largest issuers of credit cards before its acquisition by Bank of America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MBNA America
Target entity description: MBNA America was a major U.S. bank holding company and one of the largest issuers of credit cards before its acquisition by Bank of America.
  • A. Discover Card
    Discover Card is a major U.S. credit card brand known for its cash-back rewards, no annual fees on many cards, and widespread acceptance.
  • B. American Express
    American Express is a global financial services company best known for its charge and credit cards, payment network, and travel-related services.
  • C. Citibank
    Citibank is a major global banking and financial services institution headquartered in the United States, known for its extensive international retail and corporate banking operations.
  • D. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • E. Chase Bank
    Chase Bank is a major U.S. consumer and commercial banking institution operated by JPMorgan Chase, offering a wide range of financial products and services nationwide.
  • 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_69ab495d227c8190b26ae6548eeb1019 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd0f52524819088b00009c9dd1823 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0c544788190bb0e8c5ae4a32ff0 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef53740508190893b14bb1b411a30 completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef9594024819088e7afc0e64429ff completed March 9, 2026, 4:46 p.m.
Created at: March 6, 2026, 9:43 p.m.