Triple

T14445499
Position Surface form Disambiguated ID Type / Status
Subject Jessica Bibliowicz E358194 entity
Predicate employer P7 FINISHED
Object National Financial Partners
National Financial Partners is a financial services company that provides independent financial advice, benefits consulting, and wealth management solutions to businesses and individuals.
E1099546 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: National Financial Partners | Statement: [Jessica Bibliowicz, employer, National Financial Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Financial Partners
Context triple: [Jessica Bibliowicz, employer, National Financial Partners]
  • A. Elavon
    Elavon is a global payment processing company that provides merchant acquiring and related financial services to businesses of all sizes.
  • B. First Data Corporation
    First Data Corporation is a global financial services and payment processing company that provides merchant transaction processing, point-of-sale solutions, and related technology services to businesses and financial institutions.
  • C. Chase Paymentech
    Chase Paymentech is a payment processing and merchant services provider specializing in credit card and electronic transaction solutions for businesses.
  • D. Fiserv, Inc.
    Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
  • E. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • 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: National Financial Partners
Triple: [Jessica Bibliowicz, employer, National Financial Partners]
Generated description
National Financial Partners is a financial services company that provides independent financial advice, benefits consulting, and wealth management solutions to businesses and individuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Financial Partners
Target entity description: National Financial Partners is a financial services company that provides independent financial advice, benefits consulting, and wealth management solutions to businesses and individuals.
  • A. Elavon
    Elavon is a global payment processing company that provides merchant acquiring and related financial services to businesses of all sizes.
  • B. First Data Corporation
    First Data Corporation is a global financial services and payment processing company that provides merchant transaction processing, point-of-sale solutions, and related technology services to businesses and financial institutions.
  • C. Chase Paymentech
    Chase Paymentech is a payment processing and merchant services provider specializing in credit card and electronic transaction solutions for businesses.
  • D. Fiserv, Inc.
    Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
  • E. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de915e76f481909fe9462f964b5b1c completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdd0f388190870ddd01f66d3e99 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5e188a148190bb166b7d50ad3b46 completed May 8, 2026, 3:52 a.m.
NED2 Entity disambiguation (via description) batch_69fd5ea592cc8190a47a2f6a511c0549 completed May 8, 2026, 3:55 a.m.
Created at: April 10, 2026, 1:19 a.m.