Triple
T10887290
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Treasurer of Illinois |
E257080
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Illinois 529 college savings plans
Illinois 529 college savings plans are state-sponsored, tax-advantaged investment programs that help families save and pay for future education expenses.
|
E892091
|
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: Illinois 529 college savings plans | Statement: [Treasurer of Illinois, oversees, Illinois 529 college savings plans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illinois 529 college savings plans Context triple: [Treasurer of Illinois, oversees, Illinois 529 college savings plans]
-
A.
Oregon 529 college savings programs
Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
-
B.
Massachusetts College Savings Programs
Massachusetts College Savings Programs are state-sponsored 529 plans that help families save and invest tax-advantaged funds for future higher education expenses.
-
C.
Saving on a Valuable Education (SAVE) Plan
The Saving on a Valuable Education (SAVE) Plan is a U.S. federal income-driven student loan repayment program that bases monthly payments on a borrower’s income and family size and offers eventual loan forgiveness after a set number of qualifying years.
-
D.
U.S. Individual Retirement Accounts
U.S. Individual Retirement Accounts are tax-advantaged investment accounts that allow individuals in the United States to save and invest for retirement under specific IRS rules and contribution limits.
-
E.
North Carolina ABLE savings program
The North Carolina ABLE savings program is a state-sponsored, tax-advantaged savings plan that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses without jeopardizing means-tested public benefits.
- 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: Illinois 529 college savings plans Triple: [Treasurer of Illinois, oversees, Illinois 529 college savings plans]
Generated description
Illinois 529 college savings plans are state-sponsored, tax-advantaged investment programs that help families save and pay for future education expenses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illinois 529 college savings plans Target entity description: Illinois 529 college savings plans are state-sponsored, tax-advantaged investment programs that help families save and pay for future education expenses.
-
A.
Oregon 529 college savings programs
Oregon 529 college savings programs are state-sponsored, tax-advantaged investment plans that help families save and grow funds for future higher education expenses.
-
B.
Massachusetts College Savings Programs
Massachusetts College Savings Programs are state-sponsored 529 plans that help families save and invest tax-advantaged funds for future higher education expenses.
-
C.
Saving on a Valuable Education (SAVE) Plan
The Saving on a Valuable Education (SAVE) Plan is a U.S. federal income-driven student loan repayment program that bases monthly payments on a borrower’s income and family size and offers eventual loan forgiveness after a set number of qualifying years.
-
D.
U.S. Individual Retirement Accounts
U.S. Individual Retirement Accounts are tax-advantaged investment accounts that allow individuals in the United States to save and invest for retirement under specific IRS rules and contribution limits.
-
E.
North Carolina ABLE savings program
The North Carolina ABLE savings program is a state-sponsored, tax-advantaged savings plan that allows eligible individuals with disabilities and their families to save and invest money for disability-related expenses without jeopardizing means-tested public benefits.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d75201e6888190a2bc41a17784eec3 |
completed | April 9, 2026, 7:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e154e49ab08190b522b5361ac65c01 |
completed | April 16, 2026, 9:30 p.m. |
| NEDg | Description generation | batch_69e17d3060888190b3801272835b939a |
completed | April 17, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e1806bc1048190bcbff6f6d3d7da19 |
completed | April 17, 2026, 12:35 a.m. |
Created at: April 8, 2026, 9:21 p.m.