Triple

T2129256
Position Surface form Disambiguated ID Type / Status
Subject Discover Financial Services E46498 entity
Predicate operates P24 FINISHED
Object Diners Club International
Diners Club International is a global charge card and payment network brand known as one of the world’s first multipurpose payment cards, now owned and operated by Discover Financial Services.
 E240300 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: Diners Club International | Statement: [Discover Financial Services, operates, Diners Club International]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Diners Club International
Context triple: [Discover Financial Services, operates, Diners Club International]
  • A. American Express
    American Express is a global financial services company best known for its charge and credit cards, payment network, and travel-related services.
  • B. Mastercard
    Mastercard is a global financial services corporation best known for its widely used credit and debit card payment network.
  • C. JCB Co., Ltd.
    JCB Co., Ltd. is a major Japanese credit card company and payment brand that helped establish global security standards for the payment card industry.
  • D. Visa
    Visa is a global financial services corporation best known for operating one of the world’s largest electronic payment networks for credit, debit, and prepaid cards.
  • E. Worldline
    Worldline is a French multinational company specializing in payment and transactional services, recognized as a major European player in digital payments.
  • 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: Diners Club International
Triple: [Discover Financial Services, operates, Diners Club International]
Generated description
Diners Club International is a global charge card and payment network brand known as one of the world’s first multipurpose payment cards, now owned and operated by Discover Financial Services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Diners Club International
Target entity description: Diners Club International is a global charge card and payment network brand known as one of the world’s first multipurpose payment cards, now owned and operated by Discover Financial Services.
  • A. American Express
    American Express is a global financial services company best known for its charge and credit cards, payment network, and travel-related services.
  • B. Mastercard
    Mastercard is a global financial services corporation best known for its widely used credit and debit card payment network.
  • C. JCB Co., Ltd.
    JCB Co., Ltd. is a major Japanese credit card company and payment brand that helped establish global security standards for the payment card industry.
  • D. Visa
    Visa is a global financial services corporation best known for operating one of the world’s largest electronic payment networks for credit, debit, and prepaid cards.
  • E. Worldline
    Worldline is a French multinational company specializing in payment and transactional services, recognized as a major European player in digital payments.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb7659f48190871cb27faf47e18a completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58d10bec8190bf21718649552118 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae595a222881908d86ba8690c4fc65 completed March 9, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69ae59efdf4c8190aaa1d63ce6e98696 completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:44 p.m.