Triple

T22176824
Position Surface form Disambiguated ID Type / Status
Subject Vista Equity Partners E548069 entity
Predicate hasPlatform P843 FINISHED
Object Vista Credit Partners
Vista Credit Partners is the credit-investing arm of Vista Equity Partners, focusing on providing debt and credit financing solutions to software and technology-enabled businesses.
E1523252 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: Vista Credit Partners | Statement: [Vista Equity Partners, hasPlatform, Vista Credit Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vista Credit Partners
Context triple: [Vista Equity Partners, hasPlatform, Vista Credit Partners]
  • A. Santander Consumer Finance
    Santander Consumer Finance is a financial services company specializing in consumer and auto financing, operating as part of the global banking group Banco Santander.
  • B. Experian
    Experian is a global consumer credit reporting agency that collects and analyzes financial data to provide credit scores and related services to individuals and businesses.
  • C. Ameriquest Mortgage Company
    Ameriquest Mortgage Company was a major U.S. subprime mortgage lender that became emblematic of predatory lending practices and the excesses leading up to the 2008 financial crisis.
  • D. Creditex
    Creditex is a financial services firm specializing in electronic trading and brokerage of credit derivatives and related fixed-income products.
  • E. Equifax
    Equifax is one of the three major U.S. credit reporting agencies, providing consumer credit information and related financial services worldwide.
  • 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: Vista Credit Partners
Triple: [Vista Equity Partners, hasPlatform, Vista Credit Partners]
Generated description
Vista Credit Partners is the credit-investing arm of Vista Equity Partners, focusing on providing debt and credit financing solutions to software and technology-enabled businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vista Credit Partners
Target entity description: Vista Credit Partners is the credit-investing arm of Vista Equity Partners, focusing on providing debt and credit financing solutions to software and technology-enabled businesses.
  • A. Santander Consumer Finance
    Santander Consumer Finance is a financial services company specializing in consumer and auto financing, operating as part of the global banking group Banco Santander.
  • B. Experian
    Experian is a global consumer credit reporting agency that collects and analyzes financial data to provide credit scores and related services to individuals and businesses.
  • C. Ameriquest Mortgage Company
    Ameriquest Mortgage Company was a major U.S. subprime mortgage lender that became emblematic of predatory lending practices and the excesses leading up to the 2008 financial crisis.
  • D. Creditex
    Creditex is a financial services firm specializing in electronic trading and brokerage of credit derivatives and related fixed-income products.
  • E. Equifax
    Equifax is one of the three major U.S. credit reporting agencies, providing consumer credit information and related financial services worldwide.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6d03488190b29872ff3f436237 completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ec8ab7c81908eaa85092ce658c1 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9f494f3c8190aee8f2e6dc1af763 completed May 18, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa03a8e0c819089dc48473b5b743c completed May 18, 2026, 5:14 a.m.
Created at: April 16, 2026, 8:34 p.m.