Real ChatGPT answer + Gemini simulation · index seedKkBUfx61JrEcompleteAI OverviewLegal · criminal defensecomparison
Should my teenager ask for a lawyer immediately during school interrogation under current juvenile justice guidelines or cooperate with the principal?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
Download run
Gemini unique queries
35
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
100%
2 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Should my teenager ask for a lawyer immediately during school interrogation under current juvenile justice guidelines or cooperate with the principal?
35 unique queries · 3 passes
cooperating versus demanding a lawyer
1 query · 2 hits
should a student ask for a lawyer when questioned by the principal2xGoogle ↗
RELATED
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. 35 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT2 real searches · gpt-6100% predicted
Ohio juvenile student school interrogation principal police questioning parent lawyer rights current law 2026 Ohio Supreme Court school officials interrogation Google ↗
Ohio juvenile Miranda school principal interrogation student Fifth Amendment Ohio juvenile court rights Google ↗
- Section 2151.352 - Ohio Revised Code · codes.ohio.gov
- Supreme Court Holds That Statute Does Not Entitle Juvenile Offender to Legal Counsel During Interrogation Prior to Filing of Charges · courtnewsohio.gov
- In re T.D.S. :: 2024 :: Supreme Court of Ohio Decisions :: Ohio Case Law :: Ohio Law :: U.S. Law :: Justia · law.justia.com
- In re L.G. · supremecourt.ohio.gov
- In re L.G. :: 2017 :: Ohio Court of Appeals, Second District Decisions :: Ohio Case Law :: Ohio Law :: U.S. Law :: Justia · law.justia.com
- WITHOUT AT LEAST INVOLVING THE PARENT/GUARDIAN IN THE PROCESS. · ohioattorneygeneral.gov
- Youth and Parent Defense · publicdefender.cuyahogacounty.gov
- Know Your Rights · publicdefender.cuyahogacounty.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
35 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
should a student ask for a lawyer when questioned by the principal RELATED | Google ↗ AI Mode ↗ | Learn whether requesting an attorney is advisable or triggers harsher consequences in a school setting. | — | faq_page | cooperating versus demanding a lawyer | 2x of 3 | |
teenager rights during school interrogation with principal REFORMULATION | Google ↗ AI Mode ↗ | Understand the legal rights of a minor when questioned by school authorities. | — | web_article | legal representation at school hearings | 1x of 3 | |
teenager rights during school interrogation lawyer school principal REFORMULATION | Google ↗ AI Mode ↗ | Understand the basic constitutional and legal rights of a minor when questioned by school officials. | — | web_article | legal representation at school hearings | 1x of 3 | |
teenager rights during school interrogation legal counsel REFORMULATION | Google ↗ AI Mode ↗ | Understand the fundamental legal rights of a minor when questioned by school authorities. | — | web_article | legal representation at school hearings | 1x of 3 | |
do minors need a lawyer when questioned by school principal RELATED | Google ↗ AI Mode ↗ | Determine if legal representation is legally required or strongly advised during administrative questioning. | — | faq_page | cooperating versus demanding a lawyer | 1x of 3 | |
miranda rights apply in school interrogations juvenile RELATED | Google ↗ AI Mode ↗ | Find out whether law enforcement or school officials must read Miranda warnings to minors at school. | — | glossary/definition | constitutional rights during school que… | 1x of 3 | |
can school principal interrogate student without parents present IMPLICIT | Google ↗ AI Mode ↗ | Find out if schools are legally obligated to notify or include parents before questioning a student about potential criminal behavior. | — | how_to_steps | parental notification and presence rules | 1x of 3 | |
do school administrators have to read Miranda rights to students IMPLICIT | Google ↗ AI Mode ↗ | Find out if constitutional interrogation protections apply inside public schools. | — | glossary/definition | miranda rights and school officers | 1x of 3 | |
juvenile justice guidelines school questioning legal counsel RELATED | Google ↗ AI Mode ↗ | Review official guidelines and statutes regarding juvenile interrogation and legal representation. | — | pdf_whitepaper | juvenile justice school questioning gui… | 1x of 3 | |
cooperating with principal vs demanding lawyer minor interrogation COMPARATIVE | Google ↗ AI Mode ↗ | Compare the potential legal risks and administrative outcomes of cooperation versus invoking the right to counsel. | — | comparison_table | cooperating versus demanding a lawyer | 1x of 3 | |
cooperate with police at school vs ask for lawyer juvenile COMPARATIVE | Google ↗ AI Mode ↗ | Compare the potential consequences of full cooperation with school authorities versus exercising the right to silence and counsel. | — | comparison_table | cooperating versus demanding a lawyer | 1x of 3 | |
do school administrators have to notify parents before questioning a student IMPLICIT | Google ↗ AI Mode ↗ | Learn if schools are legally required to contact parents before interrogating a teenager. | — | faq_page | parental notification and presence rules | 1x of 3 | |
juvenile justice guidelines school questioning attorney present ENTITY EXPANSION | Google ↗ AI Mode ↗ | Inquire about official juvenile justice guidelines concerning legal representation during school investigations. | — | pdf_whitepaper | juvenile justice school questioning gui… | 1x of 3 | |
juvenile Miranda rights at school resource officer interrogation ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn how Miranda warnings apply differently when a school resource officer or police officer is involved versus school administrators alone. | — | pdf_whitepaper | constitutional rights during school que… | 1x of 3 | |
cooperate with school principal vs demand lawyer for student COMPARATIVE | Google ↗ AI Mode ↗ | Weigh the pros and cons of full cooperation versus asserting right to counsel during school investigations. | — | comparison_table | cooperating versus demanding a lawyer | 1x of 3 | |
how to advise my teenager before police or school questioning PERSONALIZED | Google ↗ AI Mode ↗ | Get practical advice on how a parent should instruct their child to handle police or administrative questioning. | — | how_to_steps | parental checklist for school interroga… | 1x of 3 | |
advice for parents whose child is being questioned by school administration PERSONALIZED | Google ↗ AI Mode ↗ | Get actionable, role-specific guidance for a parent trying to protect their teenager's legal standing. | — | checklist | parental checklist for school interroga… | 1x of 3 | |
school interrogation legal precedents supreme court juveniles ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore relevant case law concerning student rights and interrogations by school officials. | — | case_study | legal precedents for student interrogat… | 1x of 3 | |
can school resource officers interrogate students without parents RELATED | Google ↗ AI Mode ↗ | Determine the legal boundaries of School Resource Officers conducting interrogations without parental consent. | — | web_article | miranda rights and school officers | 1x of 3 | |
school disciplinary hearing legal representation rights for students RELATED | Google ↗ AI Mode ↗ | Check whether students are entitled to a lawyer during formal school disciplinary or suspension hearings. | — | web_article | legal representation at school hearings | 1x of 3 | |
what happens if a student refuses to talk to the principal without a lawyer IMPLICIT | Google ↗ AI Mode ↗ | Understand the potential disciplinary consequences of refusing school questioning without legal counsel. | — | web_article | parental notification and presence rules | 1x of 3 | |
what happens if a student refuses to talk to the principal without a parent IMPLICIT | Google ↗ AI Mode ↗ | Understand the school disciplinary consequences of refusing to participate in an interrogation without representation. | — | forum/qna | parental notification and presence rules | 1x of 3 | |
can statements made to a principal be used in criminal court juvenile IMPLICIT | Google ↗ AI Mode ↗ | Understand the admissibility of school-level confessions or statements in subsequent criminal proceedings. | — | forum/qna | legal precedents for student interrogat… | 1x of 3 | |
parent checklist what to do if teenager is interrogated at school PERSONALIZED | Google ↗ AI Mode ↗ | Get actionable, step-by-step guidance for a parent responding to a school interrogation incident. | — | checklist | parental checklist for school interroga… | 1x of 3 | |
student interrogation legal precedent Supreme Court cases ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find relevant case law governing student searches and interrogations in public education. | — | case_study | legal precedents for student interrogat… | 1x of 3 | |
school interrogation guidelines Department of Education juvenile justice ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find official institutional policies and guidelines governing how schools must conduct interrogations of minors. | — | pdf_whitepaper | juvenile justice school questioning gui… | 1x of 3 | |
can school resource officers question students without reading miranda rights RELATED | Google ↗ AI Mode ↗ | Distinguish between questioning by school principals versus police officers or SROs on campus. | — | web_article | miranda rights and school officers | 1x of 3 | |
checklist for parents when child is questioned by school police RELATED | Google ↗ AI Mode ↗ | Obtain a quick reference list of steps a parent must take when notified of a school interrogation. | — | checklist | parental checklist for school interroga… | 1x of 3 | |
should my child answer questions from the principal without a lawyer REFORMULATION | Google ↗ AI Mode ↗ | Get a direct recommendation on whether advising a child to answer questions is safe. | — | faq_page | parental notification and presence rules | 1x of 3 | |
juvenile rights when questioned by police at school forum discussions ENTITY EXPANSION | Google ↗ AI Mode ↗ | Read real-world experiences and legal discussions regarding police questioning minors in schools. | — | forum/qna | legal representation at school hearings | 1x of 3 | |
invoking fifth amendment rights in public schools minor REFORMULATION | Google ↗ AI Mode ↗ | Learn about the application of the right against self-incrimination for minors in school environments. | — | glossary/definition | constitutional rights during school que… | 1x of 3 | |
Fifth Amendment rights for minors in public schools RELATED | Google ↗ AI Mode ↗ | Examine how the right against self-incrimination applies to minors within the public school system. | — | glossary/definition | constitutional rights during school que… | 1x of 3 | |
school administrator questioning vs police interrogation minor rights COMPARATIVE | Google ↗ AI Mode ↗ | Understand the legal distinction between routine school discipline and law enforcement questioning. | — | comparison_table | constitutional rights during school que… | 1x of 3 | |
what to do when school police question my teenager PERSONALIZED | Google ↗ AI Mode ↗ | Determine the immediate steps to take when law enforcement is involved in a school interrogation. | — | how_to_steps | parental checklist for school interroga… | 1x of 3 | |
steps to take when school principal calls parent about student interrogation REFORMULATION | Google ↗ AI Mode ↗ | Determine the immediate steps a parent should take upon being notified of an ongoing school interrogation. | — | how_to_steps | parental notification and presence rules | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 917 / 1,445 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 917 / 1,523 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 917 / 1,487 |