Are there any nonpartisan voter guides available that compare the educational philosophies of the school board election candidates?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any nonpartisan voter guides available that compare the educational philosophies of the school board election candidates?
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
nonpartisan school board election candidate guides educational philosophy candidate questionnaires 2026 Google ↗
nonpartisan school board candidate voter guides educational philosophy candidate questionnaires League of Women Voters 2026 Google ↗
- The Gist voter guide · thegist.vote
- 2026 Maryland school board candidate guide · lnn-schoolboard2026.netlify.app
- Voter Resources · ccteeslate.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
nonpartisan school board election candidate guides educational philosophy candidate questionnaires 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
nonpartisan school board candidate voter guides educational philosophy candidate questionnaires League of Women Voters 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |