Triple

T6091593
Position Surface form Disambiguated ID Type / Status
Subject Stripe E135777 entity
Predicate product P490 FINISHED
Object Stripe Billing
Stripe Billing is a subscription and invoicing platform that helps businesses manage recurring payments, automate billing workflows, and handle customer subscriptions.
 E135777 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: Stripe Billing | Statement: [Stripe, product, Stripe Billing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stripe Billing
Context triple: [Stripe, product, Stripe Billing]
  • A. Stripe
    Stripe is a leading financial technology company that provides online payment processing and related services for internet businesses worldwide.
  • B. Laravel Cashier
    Laravel Cashier is an official Laravel package that provides an expressive, subscription billing interface for services like Stripe and Paddle, handling tasks such as subscriptions, coupons, invoices, and payment methods.
  • C. WePay
    WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
  • D. Braintree Direct
    Braintree Direct is an online payment processing solution that enables businesses to securely accept and manage credit cards, digital wallets, and other payment methods through web and mobile applications.
  • E. Pay.gov
    Pay.gov is a U.S. government online payment portal that allows individuals and businesses to securely make electronic payments to federal agencies.
  • 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: Stripe Billing
Triple: [Stripe, product, Stripe Billing]
Generated description
Stripe Billing is a subscription and invoicing platform that helps businesses manage recurring payments, automate billing workflows, and handle customer subscriptions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stripe Billing
Target entity description: Stripe Billing is a subscription and invoicing platform that helps businesses manage recurring payments, automate billing workflows, and handle customer subscriptions.
  • A. Stripe chosen
    Stripe is a leading financial technology company that provides online payment processing and related services for internet businesses worldwide.
  • B. Laravel Cashier
    Laravel Cashier is an official Laravel package that provides an expressive, subscription billing interface for services like Stripe and Paddle, handling tasks such as subscriptions, coupons, invoices, and payment methods.
  • C. WePay
    WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
  • D. Braintree Direct
    Braintree Direct is an online payment processing solution that enables businesses to securely accept and manage credit cards, digital wallets, and other payment methods through web and mobile applications.
  • E. Pay.gov
    Pay.gov is a U.S. government online payment portal that allows individuals and businesses to securely make electronic payments to federal agencies.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c057ab7324819086d4708e6f9391c0 completed March 22, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c12531d764819083e1bb37d8c81a6c completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c12964de988190a9673abe4140980e completed March 23, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69c129d7cd348190963e1a266d5e88ae completed March 23, 2026, 11:53 a.m.
Created at: March 22, 2026, 4:12 p.m.