What rules govern student loan debt discharge when the loan was guaranteed by a small business entity?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What rules govern student loan debt discharge when the loan was guaranteed by a small business entity?
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
11 U.S.C. 523(a)(8) text private student loans small business guarantor bankruptcy discharge Google ↗
U.S. Department of Education bankruptcy student loan discharge undue hardship private student loans 523(a)(8) small business guarantor Google ↗
- Student Loan Discharge Guidance -- Guidance Text · justice.gov
- Discharge in Bankruptcy · studentaid.gov
- U.S. Trustee Program · justice.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
11 U.S.C. 523(a)(8) text private student loans small business guarantor bankruptcy discharge OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
U.S. Department of Education bankruptcy student loan discharge undue hardship private student loans 523(a)(8) small business guarantor OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |