Triple

T11961590
Position Surface form Disambiguated ID Type / Status
Subject Greeks (option sensitivities) E284680 entity
Predicate relatedToModel P97305 FINISHED
Object Black–Scholes model E59634 NE FINISHED

How this triple was built (3 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: Black–Scholes model | Statement: [Greeks (option sensitivities), relatedToModel, Black–Scholes model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black–Scholes model
Context triple: [Greeks (option sensitivities), relatedToModel, Black–Scholes model]
  • A. Black–Scholes model chosen
    The Black–Scholes model is a fundamental mathematical framework in financial economics for pricing options and other derivatives by modeling asset prices as stochastic processes.
  • B. Merton model
    The Merton model is a structural credit risk framework that values a company's equity as a call option on its assets to assess default risk and price corporate debt and derivatives.
  • C. Black–Derman–Toy model
    The Black–Derman–Toy model is a one-factor short-rate interest rate model widely used in finance to price interest rate derivatives and construct yield curves.
  • D. Bachelier
    Bachelier was a prominent 19th-century French publishing house known for issuing influential scientific and philosophical works.
  • E. binomial options pricing model
    The binomial options pricing model is a discrete-time valuation method that models possible future movements in an underlying asset’s price to determine the fair value of options and their risk sensitivities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: relatedToModel
Context triple: [Greeks (option sensitivities), relatedToModel, Black–Scholes model]
  • A. relatedTo
    Indicates a general, non-specific relationship or association exists between two entities.
  • B. associatedWithModel chosen
    Indicates that one entity has a defined connection, linkage, or relationship with a particular model.
  • C. relatedType
    Indicates that one entity is connected to another through a specified type or category of relationship.
  • D. relatedField
    Indicates that one field, topic, or area of study is connected or relevant to another in subject matter or application.
  • E. relatedToProduct
    Indicates a general association or connection between an entity and a specific product, without specifying the exact nature of that relationship.
  • F. None of above.

Provenance (4 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9037848f481908276716675464464 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f63ca1748190aad1610f22c53f7d completed May 2, 2026, 1:03 p.m.
PD Predicate disambiguation batch_69d8bb40f30c8190a0e0719bd67542bf completed April 10, 2026, 8:56 a.m.
Created at: April 8, 2026, 9:45 p.m.