Triple

T6091482
Position Surface form Disambiguated ID Type / Status
Subject Valar Ventures E135775 entity
Predicate portfolioCompany P43497 FINISHED
Object Taxfix
Taxfix is a German fintech company that offers a mobile and web app to simplify and automate personal tax filing for individuals.
E569813 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: Taxfix | Statement: [Valar Ventures, portfolioCompany, Taxfix]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taxfix
Context triple: [Valar Ventures, portfolioCompany, Taxfix]
  • A. Checkpoint tax platform
    Checkpoint tax platform is a comprehensive research and compliance solution that provides tax professionals with up-to-date laws, regulations, analysis, and tools to manage complex tax and accounting obligations.
  • B. Tax and Miscellaneous Remedies Section
    The Tax and Miscellaneous Remedies Section is a specialized unit within the Circuit Court of Cook County’s Law Division that handles tax-related disputes and other specialized civil remedies.
  • C. Business Tax Services
    Business Tax Services is a division that administers and assists with the assessment, collection, and compliance of business-related taxes in New York City.
  • D. Receiver of Taxes
    The Receiver of Taxes is an elected municipal official responsible for billing, collecting, and recording local taxes for the Town of Hempstead government.
  • E. tax law division
    The tax law division is a specialized chamber of the Supreme Court of the Netherlands responsible for adjudicating cases and setting precedent in matters of taxation.
  • 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: Taxfix
Triple: [Valar Ventures, portfolioCompany, Taxfix]
Generated description
Taxfix is a German fintech company that offers a mobile and web app to simplify and automate personal tax filing for individuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taxfix
Target entity description: Taxfix is a German fintech company that offers a mobile and web app to simplify and automate personal tax filing for individuals.
  • A. Checkpoint tax platform
    Checkpoint tax platform is a comprehensive research and compliance solution that provides tax professionals with up-to-date laws, regulations, analysis, and tools to manage complex tax and accounting obligations.
  • B. Tax and Miscellaneous Remedies Section
    The Tax and Miscellaneous Remedies Section is a specialized unit within the Circuit Court of Cook County’s Law Division that handles tax-related disputes and other specialized civil remedies.
  • C. Business Tax Services
    Business Tax Services is a division that administers and assists with the assessment, collection, and compliance of business-related taxes in New York City.
  • D. Receiver of Taxes
    The Receiver of Taxes is an elected municipal official responsible for billing, collecting, and recording local taxes for the Town of Hempstead government.
  • E. tax law division
    The tax law division is a specialized chamber of the Supreme Court of the Netherlands responsible for adjudicating cases and setting precedent in matters of taxation.
  • 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_69c0087bcc788190b20f093d3a6c60ec 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.