Triple

T2125386
Position Surface form Disambiguated ID Type / Status
Subject Ashton Kutcher E46411 entity
Predicate coFounderOf P104 FINISHED
Object A-Grade Investments
A-Grade Investments is a venture capital firm known for backing early-stage technology startups, co-founded by actor and entrepreneur Ashton Kutcher.
E236190 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: A-Grade Investments | Statement: [Ashton Kutcher, coFounderOf, A-Grade Investments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A-Grade Investments
Context triple: [Ashton Kutcher, coFounderOf, A-Grade Investments]
  • A. Ariel Investments
    Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
  • B. Alternative Investment Market
    The Alternative Investment Market (AIM) is a sub-market of the London Stock Exchange designed to help smaller, growing companies access public equity capital with more flexible regulatory requirements than the main market.
  • C. Committee for Investments
    The Committee for Investments is a Vatican body within the Roman Curia responsible for overseeing and guiding the Holy See’s financial and investment activities.
  • D. TD Direct Investing
    TD Direct Investing is an online brokerage platform offered by TD Bank that provides self-directed investors with tools and accounts to trade stocks, ETFs, mutual funds, and other securities.
  • E. Capital Magnet Fund
    The Capital Magnet Fund is a federal program that provides competitive grants to finance affordable housing and related community development projects in low-income communities across the United States.
  • 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: A-Grade Investments
Triple: [Ashton Kutcher, coFounderOf, A-Grade Investments]
Generated description
A-Grade Investments is a venture capital firm known for backing early-stage technology startups, co-founded by actor and entrepreneur Ashton Kutcher.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A-Grade Investments
Target entity description: A-Grade Investments is a venture capital firm known for backing early-stage technology startups, co-founded by actor and entrepreneur Ashton Kutcher.
  • A. Ariel Investments
    Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
  • B. Alternative Investment Market
    The Alternative Investment Market (AIM) is a sub-market of the London Stock Exchange designed to help smaller, growing companies access public equity capital with more flexible regulatory requirements than the main market.
  • C. Committee for Investments
    The Committee for Investments is a Vatican body within the Roman Curia responsible for overseeing and guiding the Holy See’s financial and investment activities.
  • D. TD Direct Investing
    TD Direct Investing is an online brokerage platform offered by TD Bank that provides self-directed investors with tools and accounts to trade stocks, ETFs, mutual funds, and other securities.
  • E. Capital Magnet Fund
    The Capital Magnet Fund is a federal program that provides competitive grants to finance affordable housing and related community development projects in low-income communities across the United States.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb57bc6881909f04a407beff33a6 completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae519ead088190a8a7229d998732de completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae526b6bcc8190851b9775611bb93e completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae52d46ef48190bbd6b7cc9fcda2a4 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:44 p.m.