Triple
T2371703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oregon 529 college savings programs |
E46103
|
entity |
| Predicate | brandName |
P1500
|
FINISHED |
| Object |
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.
|
E259934
|
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: MFS 529 Savings Plan | Statement: [Oregon 529 college savings programs, brandName, MFS 529 Savings Plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MFS 529 Savings Plan Context triple: [Oregon 529 college savings programs, brandName, MFS 529 Savings Plan]
-
A.
MFS
MFS (Macintosh File System) is the original flat file system used by early Macintosh computers before the introduction of the hierarchical HFS.
-
B.
MPS
MPS is a leading German research institute specializing in the study of the Sun and the solar system, operating under the Max Planck Society.
-
C.
Allfunds Bank
Allfunds Bank is a leading global wealthtech platform that provides fund distribution and related services to financial institutions.
-
D.
MultiPlan
MultiPlan is a U.S.-based healthcare cost management and analytics company that provides network-based and data-driven solutions to insurers, payers, and other healthcare organizations.
-
E.
NISA
NISA is a professional third-division soccer league in the United States that operates independently of Major League Soccer and the USL system.
- 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: MFS 529 Savings Plan Triple: [Oregon 529 college savings programs, brandName, MFS 529 Savings Plan]
Generated description
MFS 529 Savings Plan is a tax-advantaged college savings plan offered through Oregon’s 529 program and managed by MFS Investment Management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MFS 529 Savings Plan Target entity description: MFS 529 Savings Plan is a tax-advantaged college savings plan offered through Oregon’s 529 program and managed by MFS Investment Management.
-
A.
MFS
MFS (Macintosh File System) is the original flat file system used by early Macintosh computers before the introduction of the hierarchical HFS.
-
B.
MPS
MPS is a leading German research institute specializing in the study of the Sun and the solar system, operating under the Max Planck Society.
-
C.
Allfunds Bank
Allfunds Bank is a leading global wealthtech platform that provides fund distribution and related services to financial institutions.
-
D.
MultiPlan
MultiPlan is a U.S.-based healthcare cost management and analytics company that provides network-based and data-driven solutions to insurers, payers, and other healthcare organizations.
-
E.
NISA
NISA is a professional third-division soccer league in the United States that operates independently of Major League Soccer and the USL system.
- 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_69a88a145268819083e2736cb835c696 |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc771302481908540e31abb5aeeba |
completed | March 7, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8a619d48190b1e1ad4c3efaf130 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea93ddce88190a268bed11c5a7167 |
completed | March 9, 2026, 11:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aea9b8dff08190a09f0c965dfd6738 |
completed | March 9, 2026, 11:06 a.m. |
Created at: March 4, 2026, 7:56 p.m.