Triple
T24483274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts College Savings Programs |
E617435
|
entity |
| Predicate | stateTaxBenefit |
P59940
|
FINISHED |
| Object | Massachusetts state income tax deduction for contributions (subject to limits) |
—
|
LITERAL FINISHED |
How this triple was built (2 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: Massachusetts state income tax deduction for contributions (subject to limits) | Statement: [Massachusetts College Savings Programs, stateTaxBenefit, Massachusetts state income tax deduction for contributions (subject to limits)]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: stateTaxBenefit Context triple: [Massachusetts College Savings Programs, stateTaxBenefit, Massachusetts state income tax deduction for contributions (subject to limits)]
-
A.
benefitTaxStatus
Indicates that an entity’s tax-related status or classification provides a financial or regulatory benefit in the context of the relationship.
-
B.
stateAndLocalTaxDeductionCap
Indicates a limit on the amount of state and local taxes that can be deducted, typically for income tax purposes.
-
C.
stateIncentives
Indicates that a state government provides benefits, subsidies, or other inducements to encourage a particular action, behavior, or investment.
-
D.
taxDeductible
chosen
Indicates that an expense, contribution, or item is eligible to be subtracted from taxable income under applicable tax rules.
-
E.
taxpayerBenefitForm
Indicates that there is a specific form documenting or enabling a benefit granted to a taxpayer.
- F. None of above.
Provenance (3 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_69e2d7f3ae788190b683394db15f220e |
completed | April 18, 2026, 1:01 a.m. |
| NER | Named-entity recognition | batch_69f2a9d912e88190bc39c05a9d7f407e |
completed | April 30, 2026, 1:01 a.m. |
| PD | Predicate disambiguation | batch_69f2a6a4580481908fddc385f5262f95 |
completed | April 30, 2026, 12:47 a.m. |
Created at: April 18, 2026, 2:21 a.m.