Triple
T9803378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wagner Group |
E237893
|
entity |
| Predicate | associatedCompany |
P629
|
FINISHED |
| Object |
M Invest
M Invest is a Russian company reportedly linked to the Wagner Group’s overseas business and resource extraction operations, particularly in Africa.
|
E820964
|
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: M Invest | Statement: [Wagner Group, associatedCompany, M Invest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M Invest Context triple: [Wagner Group, associatedCompany, M Invest]
-
A.
MFS Investment Management
MFS Investment Management is a global asset management firm known for pioneering the mutual fund industry and providing a wide range of investment products and services to individual and institutional investors.
-
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.
Invesco Ltd.
Invesco Ltd. is a global independent investment management firm offering a wide range of asset management products and services to individual and institutional investors.
-
D.
Avalon Investments
Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
-
E.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
- 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: M Invest Triple: [Wagner Group, associatedCompany, M Invest]
Generated description
M Invest is a Russian company reportedly linked to the Wagner Group’s overseas business and resource extraction operations, particularly in Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M Invest Target entity description: M Invest is a Russian company reportedly linked to the Wagner Group’s overseas business and resource extraction operations, particularly in Africa.
-
A.
MFS Investment Management
MFS Investment Management is a global asset management firm known for pioneering the mutual fund industry and providing a wide range of investment products and services to individual and institutional investors.
-
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.
Invesco Ltd.
Invesco Ltd. is a global independent investment management firm offering a wide range of asset management products and services to individual and institutional investors.
-
D.
Avalon Investments
Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
-
E.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab78832481909b184b21a8a46e50 |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c4538760819099ba1e392d31a135 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c5162d8081908fd75276ec77a9f5 |
completed | April 5, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c57c587c8190a6e6de9231aea380 |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:29 p.m.