Triple
T18018726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DMO |
E431061
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | debt management office |
C34638
|
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: debt management office Context triple: [DMO, instanceOf, debt management office]
-
A.
public debt management office
chosen
A public debt management office is a government entity responsible for planning, executing, and monitoring the issuance and servicing of public debt to meet the state's financing needs at the lowest possible cost and acceptable risk.
-
B.
U.S. Treasury debt collection program
A U.S. Treasury debt collection program is a federal initiative that centralizes and enforces the collection of delinquent debts owed to government agencies through tools such as offsets, payment arrangements, and legal actions.
-
C.
debt relief measure
A debt relief measure is a policy or action designed to reduce, restructure, or eliminate financial obligations owed by individuals, organizations, or governments to improve their economic stability and sustainability.
-
D.
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.
-
E.
student loan servicer
A student loan servicer is an organization that manages student loan accounts on behalf of lenders or the government, handling billing, payment processing, customer support, and repayment options for borrowers.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
Created at: April 10, 2026, 10:24 a.m.