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.