I am retired and confused about whether consolidating multiple federal parent loans will reset my progress toward forgiveness under current guidelines.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am retired and confused about whether consolidating multiple federal parent loans will reset my progress toward forgiveness under current guidelines.
2 real searches · 1 real-search pass
2026 federal Parent PLUS loan consolidation forgiveness payment count reset IDR PSLF current rules weighted average payment count Department of EducationGoogle ↗
OBSERVEDReason
StudentAid.gov Parent PLUS consolidation IDR forgiveness payment count consolidation loan reset progress 2026Google ↗
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). 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
2026 federal Parent PLUS loan consolidation forgiveness payment count reset IDR PSLF current rules weighted average payment count Department of Education Google ↗
StudentAid.gov Parent PLUS consolidation IDR forgiveness payment count consolidation loan reset progress 2026 Google ↗
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- 34 CFR § 685.219 - Public Service Loan Forgiveness Program (PSLF). | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Reimagining and Improving Student Education-Federal Student Loan Program Final Regulations · thefederalregister.org
- Federal Register / Vol. 91, No. 84 / Friday, May 1, 2026 / Rules and Regulations 23845 · govinfo.gov
- Federal Student Aid (StudentAid.gov) · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal Parent PLUS loan consolidation forgiveness payment count reset IDR PSLF current rules weighted average payment count Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
StudentAid.gov Parent PLUS consolidation IDR forgiveness payment count consolidation loan reset progress 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |