Triple
T24483295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts College Savings Programs |
E617435
|
entity |
| Predicate | beneficiaryChangeRestriction |
P37867
|
FINISHED |
| Object | new beneficiary must be a qualifying family member |
—
|
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: new beneficiary must be a qualifying family member | Statement: [Massachusetts College Savings Programs, beneficiaryChangeRestriction, new beneficiary must be a qualifying family member]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: beneficiaryChangeRestriction Context triple: [Massachusetts College Savings Programs, beneficiaryChangeRestriction, new beneficiary must be a qualifying family member]
-
A.
beneficiaryChangeAllowed
Indicates that changing or updating the designated beneficiary is permitted under the relevant rules or agreement.
-
B.
beneficiaryChangeRule
chosen
Indicates a rule or condition governing how, when, or under what circumstances a beneficiary of something may be changed.
-
C.
beneficiaryRequirement
Indicates that one entity has a requirement specifying who or what must be the beneficiary of a particular action, service, or resource.
-
D.
canHaveBeneficiary
Indicates that an entity is capable of having another party designated as its beneficiary, who may receive benefits, rights, or proceeds associated with it.
-
E.
beneficiaryMayHave
Indicates that a beneficiary is allowed or permitted to possess, receive, or be associated with something.
- 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.