Triple

T23183049
Position Surface form Disambiguated ID Type / Status
Subject Afterpay Limited E579510 entity
Predicate competitor P1375 FINISHED
Object Klarna
Klarna is a Swedish fintech company best known for its “buy now, pay later” payment services that allow consumers to split online and in-store purchases into interest-free installments.
 E1572439 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: Klarna | Statement: [Afterpay Limited, competitor, Klarna]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klarna
Context triple: [Afterpay Limited, competitor, Klarna]
  • A. Worldline
    Worldline is a French multinational company specializing in payment and transactional services, recognized as a major European player in digital payments.
  • B. Adyen
    Adyen is a global payment processing company that provides an end-to-end platform for accepting online, mobile, and in-store payments for businesses.
  • C. Affirm
    Affirm is a U.S.-based financial technology company that provides buy now, pay later and installment loan services for consumers at the point of sale.
  • D. Afterpay Limited
    Afterpay Limited is an Australian financial technology company best known for its "buy now, pay later" installment payment services for online and in-store purchases.
  • E. Iipay
    Iipay is an alternate name for the Ipai people, a Native American group indigenous to southern California and northern Baja California.
  • 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: Klarna
Triple: [Afterpay Limited, competitor, Klarna]
Generated description
Klarna is a Swedish fintech company best known for its “buy now, pay later” payment services that allow consumers to split online and in-store purchases into interest-free installments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klarna
Target entity description: Klarna is a Swedish fintech company best known for its “buy now, pay later” payment services that allow consumers to split online and in-store purchases into interest-free installments.
  • A. Worldline
    Worldline is a French multinational company specializing in payment and transactional services, recognized as a major European player in digital payments.
  • B. Adyen
    Adyen is a global payment processing company that provides an end-to-end platform for accepting online, mobile, and in-store payments for businesses.
  • C. Affirm
    Affirm is a U.S.-based financial technology company that provides buy now, pay later and installment loan services for consumers at the point of sale.
  • D. Afterpay Limited
    Afterpay Limited is an Australian financial technology company best known for its "buy now, pay later" installment payment services for online and in-store purchases.
  • E. Iipay
    Iipay is an alternate name for the Ipai people, a Native American group indigenous to southern California and northern Baja California.
  • 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_69e245ff8000819090d12008805315b7 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f705c14819082c8580a03ed6286 completed April 29, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30b3e07481908a4867997cbc5588 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c314598d081908816ff2bee9b192a completed May 19, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3245c9808190ab5212a14aa2e42e completed May 19, 2026, 9:49 a.m.
Created at: April 17, 2026, 4:05 p.m.