For preparing a family member for a parole hearing, are private prison consultants better than using public defender advice, and what do current success rates look like
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
For preparing a family member for a parole hearing, are private prison consultants better than using public defender advice, and what do current success rates look like
3 real searches · 1 real-search pass
2025 Texas parole grant rates board of pardons paroles annual statistical report parole approval rateGoogle ↗
OBSERVEDReason
Texas Board of Pardons and Paroles parole guidelines annual report release rates 2025 officialGoogle ↗
OBSERVEDReason
Texas parole hearing private consultant success rate claims independent evidenceGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2025 Texas parole grant rates board of pardons paroles annual statistical report parole approval rate Google ↗
Texas Board of Pardons and Paroles parole guidelines annual report release rates 2025 official Google ↗
Texas parole hearing private consultant success rate claims independent evidence Google ↗
- FY 2024 BPP Annual Statistical Report · tdcj.texas.gov
- Biennial Report on Criminal Justice Populations Fiscal Years 2018 to 2030 · lbb.texas.gov
- GOVERNMENT CODE CHAPTER 508. PAROLE AND MANDATORY SUPERVISION · tcss.legis.texas.gov
- Texas Administrative Code, Subchapter A, Section 145.2 - Standard Parole Guidelines | Texas Administrative Code · regulations.justia.com
- Promoting Equity in the Parole Hearing Process · lao.ca.gov
- Parole Guidelines Annual Report FY 2025 · tdcj.texas.gov
- Texas Board of Pardons and Paroles Parole Review Process Page · tdcj.texas.gov
- tdcj.texas.gov · tdcj.texas.gov
- Texas Board of Pardons and Paroles Factors Considered in Voting Page · tdcj.texas.gov
- Texas Board of Pardons and Paroles reports and publications · tdcj.texas.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 Texas parole grant rates board of pardons paroles annual statistical report parole approval rate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas Board of Pardons and Paroles parole guidelines annual report release rates 2025 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas parole hearing private consultant success rate claims independent evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |