My local school board is debating banned books in schools, and I want to understand how books actually end up on these restricted lists in the United States.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My local school board is debating banned books in schools, and I want to understand how books actually end up on these restricted lists in the United States.
3 real searches · 1 real-search pass
United States school book challenges how books are challenged school district reconsideration process ALA 2025Google ↗
OBSERVEDConsequence
PEN America school book bans 2024-2025 methodology definition state laws school districtsGoogle ↗
OBSERVEDDefinition
Supreme Court school library book removal First Amendment Board of Education Pico decision summaryGoogle ↗
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). 3 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
United States school book challenges how books are challenged school district reconsideration process ALA 2025 Google ↗
PEN America school book bans 2024-2025 methodology definition state laws school districts Google ↗
Supreme Court school library book removal First Amendment Board of Education Pico decision summary Google ↗
- Censorship by the Numbers: Banned Books Data · ala.org
- The Normalization of Book Banning · pen.org
- U.S. Reports: Board of Education v. Pico, 457 U.S. 853 (1982). · tile.loc.gov
- Island Trees School District v. Pico (1982) | Wex | US Law · law.cornell.edu
- School Book Ban Index · pen.org
- NCAC · ncac.org
- Explanation of the Pico Supreme Court case · law.cornell.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States school book challenges how books are challenged school district reconsideration process ALA 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
PEN America school book bans 2024-2025 methodology definition state laws school districts OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Supreme Court school library book removal First Amendment Board of Education Pico decision summary OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |