What are the current administrative rules for certifying public service loan forgiveness when changing qualifying employers mid year
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current administrative rules for certifying public service loan forgiveness when changing qualifying employers mid year
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
site:studentaid.gov PSLF employer certification changing employers employment certification form multiple employers annual certification 2026 Google ↗
site:ecfr.gov Public Service Loan Forgiveness qualifying employment certification employer change hours 30 hours regulations Google ↗
- PSLF Help Tool · studentaid.gov
- Read the regulation · ecfr.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:studentaid.gov PSLF employer certification changing employers employment certification form multiple employers annual certification 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:ecfr.gov Public Service Loan Forgiveness qualifying employment certification employer change hours 30 hours regulations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |