Triple
T11122630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yair Shamir |
E263054
|
entity |
| Predicate | coFounderOf |
P104
|
FINISHED |
| Object |
Catalyst Investments
Catalyst Investments is an Israeli private equity and venture capital firm known for investing in growth-stage technology and innovation-driven companies.
|
E906114
|
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: Catalyst Investments | Statement: [Yair Shamir, coFounderOf, Catalyst Investments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Catalyst Investments Context triple: [Yair Shamir, coFounderOf, Catalyst Investments]
-
A.
Narya Capital
Narya Capital is a venture capital firm co-founded by U.S. politician and author J.D. Vance that focuses on investing in early-stage technology and industrial companies, particularly in the American Midwest.
-
B.
Cascade Investment
Cascade Investment is a private investment firm controlled by Bill Gates that manages a diversified portfolio including significant holdings in real estate, public equities, and private companies.
-
C.
Avalon Investments
Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
-
D.
Mansueto Ventures
Mansueto Ventures is a media company best known for publishing the business magazine Fast Company.
-
E.
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.
- 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: Catalyst Investments Triple: [Yair Shamir, coFounderOf, Catalyst Investments]
Generated description
Catalyst Investments is an Israeli private equity and venture capital firm known for investing in growth-stage technology and innovation-driven companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Catalyst Investments Target entity description: Catalyst Investments is an Israeli private equity and venture capital firm known for investing in growth-stage technology and innovation-driven companies.
-
A.
Narya Capital
Narya Capital is a venture capital firm co-founded by U.S. politician and author J.D. Vance that focuses on investing in early-stage technology and industrial companies, particularly in the American Midwest.
-
B.
Cascade Investment
Cascade Investment is a private investment firm controlled by Bill Gates that manages a diversified portfolio including significant holdings in real estate, public equities, and private companies.
-
C.
Avalon Investments
Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
-
D.
Mansueto Ventures
Mansueto Ventures is a media company best known for publishing the business magazine Fast Company.
-
E.
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.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79afa0ab88190ab6d61df8cf485ec |
completed | April 9, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8643748190a7801fc401dd2b5a |
completed | April 19, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69e42f3eaa0c819095e5af20b910d979 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e43771eaec8190be9bb709723931e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:28 p.m.