Triple
T10998140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MFS 529 Savings Plan |
E259934
|
entity |
| Predicate | underlyingInvestments |
P17330
|
FINISHED |
| Object | MFS mutual funds |
E452382
|
NE FINISHED |
How this triple was built (3 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: MFS mutual funds | Statement: [MFS 529 Savings Plan, underlyingInvestments, MFS mutual funds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MFS mutual funds Context triple: [MFS 529 Savings Plan, underlyingInvestments, MFS mutual funds]
-
A.
MFS Investment Management
chosen
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.
MFS 529 Savings Plan
MFS 529 Savings Plan is a tax-advantaged college savings plan offered through Oregon’s 529 program and managed by MFS Investment Management.
-
C.
MFS
MFS (Macintosh File System) is the original flat file system used by early Macintosh computers before the introduction of the hierarchical HFS.
-
D.
Global Mutual
Global Mutual is a UK-based real estate investment and asset management firm specializing in the ownership and management of commercial properties, including retail and mixed-use assets.
-
E.
M Invest
M Invest is a Russian company reportedly linked to the Wagner Group’s overseas business and resource extraction operations, particularly in Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: underlyingInvestments Context triple: [MFS 529 Savings Plan, underlyingInvestments, MFS mutual funds]
-
A.
vestments
Indicates that one entity is wearing or is ceremonially clothed in special religious or official garments associated with a role or office.
-
B.
underlyingAsset
Indicates that one asset serves as the fundamental reference or basis for the value, performance, or contractual terms of another financial instrument or derivative.
-
C.
underlyingConstituentsType
Indicates the type or category of fundamental components that make up or underlie a given entity or structure.
-
D.
investsIn
chosen
Indicates that one entity allocates resources, typically money or capital, into another entity with the expectation of future returns or benefits.
-
E.
investmentType
Indicates the specific category or nature of an investment associated with an entity or transaction.
- F. None of above.
Provenance (4 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d796d3b08c81909376cd73c42fcefe |
completed | April 9, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a9644ff08190a3005e4f6a8243fe |
completed | April 18, 2026, 3:55 p.m. |
| PD | Predicate disambiguation | batch_69d72e93ac648190b46c5d12bf3eb1e9 |
completed | April 9, 2026, 4:44 a.m. |
Created at: April 8, 2026, 9:24 p.m.