Real ChatGPT answer · index seedEG3Wsu8EFpocompleteEducation · financial aid and scholarshipsinformational
What are the disqualifying factors for the teacher loan forgiveness program that people usually miss when they sign their initial teaching contracts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the disqualifying factors for the teacher loan forgiveness program that people usually miss when they sign their initial teaching contracts?
2 real searches · 1 real-search pass
site:studentaid.gov/manage-loans/forgiveness-cancellation/teacher teacher loan forgiveness eligibility highly qualified full-time low-income school 5 yearsGoogle ↗
OBSERVEDOther / navigational
site:ecfr.gov 34 CFR 685.217 teacher loan forgiveness requirements default academic years full-timeGoogle ↗
OBSERVEDConsequence
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). 1 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
site:studentaid.gov/manage-loans/forgiveness-cancellation/teacher teacher loan forgiveness eligibility highly qualified full-time low-income school 5 years Google ↗
site:ecfr.gov 34 CFR 685.217 teacher loan forgiveness requirements default academic years full-time Google ↗
- Teacher Loan Forgiveness · studentaid.gov
- 4 Loan Forgiveness Programs for Teachers · studentaid.gov
- Teacher Loan Forgiveness Application · studentaid.gov
- 1845-0059 Teacher Loan Forgiveness · studentaid.gov
- Teacher Loan Forgiveness · mohela.studentaid.gov
- Federal Student Aid – Teacher Loan Forgiveness eligibility · studentaid.gov
- Teacher Cancellation Low Income (TCLI) Directory · studentaid.gov
- Public Service Loan Forgiveness (PSLF) · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:studentaid.gov/manage-loans/forgiveness-cancellation/teacher teacher loan forgiveness eligibility highly qualified full-time low-income school 5 years OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:ecfr.gov 34 CFR 685.217 teacher loan forgiveness requirements default academic years full-time OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |