My husband works for a non-profit hospital, so how do we figure out if his employer qualifies for public service loan forgiveness?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband works for a non-profit hospital, so how do we figure out if his employer qualifies for public service loan forgiveness?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Federal Student Aid PSLF qualifying employer nonprofit hospital employer EIN PSLF Help Tool official Google ↗
Federal Student Aid PSLF requirements 120 qualifying payments full time 30 hours official Google ↗
- PSLF Employer Search Tool · studentaid.gov
- Public Service Loan Forgiveness Employer Search · studentaid.gov
- Become a Public Service Loan Forgiveness (PSLF) Help Tool Ninja · studentaid.gov
- Public Service Loan Forgiveness Questions and Answers · studentaid.gov
- Tackling the Public Service Loan Forgiveness Form: Employer Tips · studentaid.gov
- Public Service Loan Forgiveness (PSLF) Help Tool · studentaid.gov
- Student Loan Forgiveness (and Other Ways the Government Can Help You Repay Your Loans) · studentaid.gov
- PSLF Help Tool · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid PSLF qualifying employer nonprofit hospital employer EIN PSLF Help Tool official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Federal Student Aid PSLF requirements 120 qualifying payments full time 30 hours official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |