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.