Triple
T1542431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debt Management Services |
E32899
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | debt collection program |
C7169
|
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 collection program Context triple: [Debt Management Services, instanceOf, debt collection program]
-
A.
credit reporting agency
A credit reporting agency is an organization that collects, compiles, and provides individuals’ and businesses’ credit information and histories to lenders and other authorized parties to assess creditworthiness.
-
B.
merchant cash advance–style product
A merchant cash advance–style product is a financing arrangement where a business receives an upfront lump sum in exchange for a contractually agreed portion of its future sales, typically repaid through automatic deductions from daily or weekly revenue.
-
C.
public employment program
A public employment program is a government-initiated scheme that directly creates temporary or permanent jobs, typically in public works or community services, to reduce unemployment and support income for targeted populations.
-
D.
program
A program is a structured set of instructions written in a programming language that a computer can execute to perform specific tasks or solve problems.
-
E.
nonprofit organization program
chosen
A nonprofit organization program is a structured set of coordinated activities and services designed and operated by a nonprofit to advance its mission and create specific social, cultural, or environmental impact for a defined target population.
- 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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
Created at: March 4, 2026, 7:26 p.m.