Triple
T23104225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subsidized Federal Stafford Loan |
E576117
|
entity |
| Predicate | interestPaidBy |
P77329
|
FINISHED |
| Object | U.S. federal government |
—
|
NE NERFINISHED |
How this triple was built (3 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: U.S. federal government | Statement: [Subsidized Federal Stafford Loan, interestPaidBy, U.S. federal government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. federal government Context triple: [Subsidized Federal Stafford Loan, interestPaidBy, U.S. federal government]
-
A.
United States government
chosen
The United States government is the federal governing authority of the country, comprising executive, legislative, and judicial branches that create, enforce, and interpret national laws and policies.
-
B.
Federal government
The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
-
C.
Gouvernement fédéral
Gouvernement fédéral is the central governing authority of the Kingdom of Belgium, responsible for national policy, federal legislation, and the administration of the Belgian state.
-
D.
National Government
The National Government was a British cross-party coalition that governed the United Kingdom during the economic and political crises of the 1930s and early 1940s.
-
E.
U.S. federal agencies
U.S. federal agencies are national-level government bodies responsible for implementing and enforcing federal laws, regulations, and policies across a wide range of domains in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: interestPaidBy Context triple: [Subsidized Federal Stafford Loan, interestPaidBy, U.S. federal government]
-
A.
interestCharged
Indicates that a specified amount of interest is imposed on a principal or outstanding balance over a given period.
-
B.
interestPaymentMethod
chosen
Indicates the method or mechanism by which interest is paid in the context of a financial relationship or agreement.
-
C.
paymentAmount
Indicates the specific monetary value involved in a payment transaction between parties.
-
D.
unsubsidizedInterest
Indicates that interest accrues on a loan without being reduced, covered, or offset by any form of subsidy.
-
E.
previouslyPaidTo
Indicates that a payment was made in the past from one entity to another.
- 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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18deb702c819099f2e2141706f00e |
completed | April 29, 2026, 4:49 a.m. |
| PD | Predicate disambiguation | batch_69ef89e5ce748190b2c3ac3843484127 |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 3:58 p.m.