Triple
T24483256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts College Savings Programs |
E617435
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | 529 college savings plan program |
C11462
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: 529 college savings plan program Context triple: [Massachusetts College Savings Programs, instanceOf, 529 college savings plan program]
-
A.
529 college savings plan
chosen
A 529 college savings plan is a tax-advantaged investment account designed to help families save for qualified education expenses such as tuition, fees, and room and board.
-
B.
merit-based financial aid program
A merit-based financial aid program is a structured system that awards financial assistance to individuals based on demonstrated achievements, such as academic performance, talents, or leadership, rather than financial need.
-
C.
TRIO program
A TRIO program is a federally funded U.S. initiative that provides academic support, counseling, and resources to help low-income, first-generation, and disabled students access and succeed in postsecondary education.
-
D.
state-funded scholarship program
A state-funded scholarship program is a government-sponsored initiative that provides financial assistance to eligible students to support their education costs at approved institutions.
-
E.
United States Department of Education repayment option
A United States Department of Education repayment option is a structured plan that defines how a federal student loan borrower’s payments are calculated, scheduled, and managed under federal regulations.
- F. None of above.
Provenance (1 batch)
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_69e2d7f3ae788190b683394db15f220e |
completed | April 18, 2026, 1:01 a.m. |
Created at: April 18, 2026, 2:21 a.m.