Prompt Details
Model
Chat - (gpt-5.5)
Token size
818
Example input
[DRIVING_QUESTION]: How can our school reduce its plastic waste, and what evidence proves it worked?
[GRADE_LEVEL]: 7th grade (ages 12-13)
[SUBJECT_AREA]: Environmental Science / STEM
[UNIT_DURATION]: 4 weeks (16 class periods)
[TARGET_STANDARDS]: Data collection and analysis, argument from evidence, human impact on ecosystems, persuasive communication
Example output
Assumption: Class periods are approximately 45β55 minutes, and students have permission to collect non-identifying school waste data through audits, observations, surveys, or cafeteria/classroom counts using safe procedures.
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1. UNIT OVERVIEW
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* Driving Question: How can our school reduce its plastic waste, and what evidence proves it worked?
This question is engaging because students investigate a real problem they can see in their own school: plastic bottles, wrappers, utensils, bags, packaging, and cafeteria waste. It is open-ended because there is no single correct solution; students must gather evidence, design an intervention, test it, and prove whether it worked.
Over four weeks, students act as environmental scientists and STEM problem-solvers. They begin by auditing plastic waste in the school, identify patterns and causes, design a realistic waste-reduction action, collect before-and-after data, and present an evidence-based recommendation to an authentic school audience.
Alignment note: The unit directly addresses data collection and analysis through waste audits and surveys; argument from evidence through claims supported by baseline and post-intervention data; human impact on ecosystems through investigation of plastic pollution; and persuasive communication through a final public presentation or campaign proposal.
Key vocabulary and concepts students will master:
* Plastic waste
* Single-use plastic
* Waste audit
* Baseline data
* Intervention
* Variable
* Data table
* Graph
* Trend
* Percent change
* Claim, evidence, reasoning
* Ecosystem impact
* Microplastics
* Reduce, reuse, recycle
* Sustainability
* Persuasive communication
* Authentic audience
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2. AUTHENTIC FINAL PRODUCT
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Students create a public βPlastic Waste Reduction Proposal and Evidence Reportβ for the school. The product explains a specific plastic-waste problem, presents data showing the problem, describes the student-designed intervention, analyzes whether the intervention worked, and recommends next steps for the school.
Authentic audience:
* School principal or assistant principal
* Cafeteria manager or custodial staff
* Student council or environmental club
* Families, teachers, or school community members
The final product demonstrates mastery because students must:
* Collect and organize real data from the school setting.
* Analyze patterns using graphs, averages, totals, or percent change.
* Explain how plastic waste affects ecosystems.
* Make a clear argument using claim, evidence, and reasoning.
* Persuade a real audience to take action based on evidence.
Acceptable product format options for student choice:
* Slide presentation with data visuals and recommendation
* Scientific poster or infographic with oral pitch
* Short video campaign with evidence report attached
* Written proposal to school leaders with graphs and action plan
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3. MILESTONE TIMELINE
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Milestone 1: Launch the Problem and Define Success
Approximate timeframe: Week 1, Class Periods 1β3
Student-facing goal:
Students understand the driving question, explore why plastic waste matters, and define what βreduced plastic wasteβ would look like at school.
Key activities and mini-lessons:
* Entry event: View school photos, cafeteria observations, or a short video clip about plastic pollution.
* Class discussion: Where do we see plastic waste in our school?
* Mini-lesson: Human impacts on ecosystems, including plastic pollution and microplastics.
* Introduce final product, audience, and rubric.
* Teams choose a focus area, such as cafeteria trays, water bottles, snack wrappers, plastic utensils, classroom bins, or hallway trash.
* Mini-lesson: What counts as evidence? Difference between opinion, observation, and measurable data.
Formative check or deliverable:
* Team problem statement: βOur team will investigate plastic waste from ____ because ____.β
* Initial success criteria: βWe will know our solution worked if ____ changes by ____.β
How it builds toward the final product:
Students identify the specific school-based plastic waste problem they will investigate and begin thinking about evidence they will need to prove whether a solution works.
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Milestone 2: Collect Baseline Data
Approximate timeframe: Week 1, Class Period 4 through Week 2, Class Period 6
Student-facing goal:
Students collect reliable baseline data to show the current amount, type, or source of plastic waste before any solution is tested.
Key activities and mini-lessons:
* Mini-lesson: Designing a fair and safe data collection method.
* Teacher models sample methods:
* Count plastic bottles in recycling bins.
* Tally plastic utensils used during one lunch period.
* Survey students about reusable bottle use.
* Observe how many snack wrappers are thrown away.
* Weigh or estimate clean, sorted plastic waste if safe and approved.
* Teams design a data collection plan:
* What will we measure?
* Where will we collect data?
* When and how often?
* Who will record it?
* How will we stay safe and respectful?
* Mini-lesson: Organizing data in tables.
* Students collect data over multiple observations when possible.
Formative check or deliverable:
* Approved data collection plan
* Baseline data table
* One preliminary graph or visual
How it builds toward the final product:
The baseline data becomes the βbeforeβ evidence students will compare against later to prove whether their intervention made a difference.
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Milestone 3: Analyze Causes and Design an Intervention
Approximate timeframe: Week 2, Class Periods 7β9
Student-facing goal:
Students use their baseline data to identify a likely cause of plastic waste and design a realistic action to reduce it.
Key activities and mini-lessons:
* Mini-lesson: Reading graphs and identifying patterns.
* Teams analyze:
* Which plastic item appears most often?
* Where does most plastic waste happen?
* What behaviors seem connected to the problem?
* What might be easy or difficult to change?
* Mini-lesson: Claim, evidence, reasoning.
* Students develop a cause statement:
* βOur data suggests that ____ is a major source of plastic waste because ____.β
* Teams brainstorm interventions and evaluate feasibility.
* Possible interventions:
* Reusable water bottle reminder campaign
* βNo plastic utensil unless requestedβ lunchroom sign
* Classroom snack wrapper reduction challenge
* Plastic bottle recycling station redesign
* Awareness posters near trash and recycling bins
* Morning announcement campaign
* Student pledge or tracking challenge
* Mini-lesson: Persuasive communication and audience awareness.
Formative check or deliverable:
* Intervention design brief including:
* Problem
* Baseline evidence
* Proposed action
* Target audience
* Predicted outcome
* How success will be measured
How it builds toward the final product:
Students move from data collection to action. They design the solution they will test and decide what post-intervention evidence they need.
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Milestone 4: Implement the Intervention and Collect Post-Data
Approximate timeframe: Week 3, Class Periods 10β12
Student-facing goal:
Students test their intervention in the school and collect evidence to determine whether plastic waste changed.
Key activities and mini-lessons:
* Teams finalize campaign materials, signs, announcements, surveys, or procedures.
* Teacher reviews plans for safety, accuracy, and school appropriateness.
* Students implement the intervention for a short test period.
* Mini-lesson: Comparing before-and-after data.
* Teams collect post-intervention data using the same or similar method as the baseline.
* Students calculate:
* Total change
* Difference between before and after
* Percent change when appropriate
* Patterns or unexpected results
Formative check or deliverable:
* Intervention evidence log
* Post-intervention data table
* Before-and-after graph
How it builds toward the final product:
Students now have evidence to answer the second half of the driving question: βWhat evidence proves it worked?β
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Milestone 5: Build and Present the Evidence-Based Recommendation
Approximate timeframe: Week 4, Class Periods 13β16
Student-facing goal:
Students create and present a clear, persuasive final product that answers the driving question using evidence.
Key activities and mini-lessons:
* Mini-lesson: Strong scientific argument structure:
* Claim: What should the school do?
* Evidence: What data supports it?
* Reasoning: Why does the evidence prove the solution worked or needs revision?
* Mini-lesson: Designing clear graphs and visuals.
* Mini-lesson: Speaking to an authentic audience.
* Teams draft final products.
* Peer critique using βGlow, Grow, Question.β
* Revision time focused on strengthening evidence and recommendation.
* Final presentation to authentic audience.
* Audience feedback or Q&A.
Formative check or deliverable:
* Draft presentation, poster, video, or proposal
* Peer feedback form
* Final public product and presentation
How it builds toward the final product:
Students synthesize the full learning journey into a polished answer to the driving question, using real school data and persuasive communication.
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4. ASSESSMENT RUBRIC OUTLINE
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Rubric Criteria and Performance Levels
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Criterion 1: Data Collection and Reliability
Descriptor: Students collect relevant, organized, and reasonably reliable data connected to the schoolβs plastic waste problem.
Emerging:
Data is missing, incomplete, or not clearly connected to the problem.
Developing:
Data is collected but may be inconsistent, limited, or missing important details.
Proficient:
Data is relevant, organized, and collected using a clear method.
Exemplary:
Data is thorough, organized, repeated when possible, and collected using a method that improves reliability and fairness.
Criterion 2: Data Analysis and Use of Evidence
Descriptor: Students analyze data accurately and use it to explain whether plastic waste changed.
Emerging:
Little or no analysis is provided; conclusions are mostly opinion-based.
Developing:
Some analysis is attempted, but graphs, calculations, or conclusions may be unclear or incomplete.
Proficient:
Data is analyzed accurately using tables, graphs, comparisons, or percent change.
Exemplary:
Analysis is accurate, detailed, and clearly explains trends, limitations, and what the data proves or does not prove.
Criterion 3: Understanding Human Impact on Ecosystems
Descriptor: Students explain how plastic waste affects ecosystems and why reducing it matters.
Emerging:
Explanation of environmental impact is vague, inaccurate, or missing.
Developing:
Explanation shows basic understanding but lacks detail or clear connection to the school problem.
Proficient:
Explanation accurately connects plastic waste to ecosystem impacts.
Exemplary:
Explanation is accurate, specific, and connects local school actions to broader environmental consequences.
Criterion 4: Argument from Evidence
Descriptor: Students make a clear claim supported by evidence and reasoning.
Emerging:
Claim is unclear or unsupported by evidence.
Developing:
Claim is present but evidence or reasoning is weak, incomplete, or loosely connected.
Proficient:
Claim is clear and supported with relevant evidence and logical reasoning.
Exemplary:
Claim is compelling, evidence is well-chosen, reasoning is strong, and limitations or counterpoints are addressed.
Criterion 5: Persuasive Communication and Audience Impact
Descriptor: Students communicate their recommendation clearly and persuasively for a real school audience.
Emerging:
Product is difficult to follow or not appropriate for the audience.
Developing:
Product communicates basic ideas but lacks clarity, organization, or persuasive impact.
Proficient:
Product is clear, organized, audience-appropriate, and persuasive.
Exemplary:
Product is polished, engaging, visually effective, and likely to influence real school action.
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5. REFLECTION CHECKPOINTS
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Start-of-Unit Reflection
Timing: Class Period 1 or 2
Prompts:
* What plastic waste do I notice most often at our school?
* What do I already believe about plastic waste, and what evidence would I need to confirm or challenge that belief?
* How can student choices affect the environment beyond our classroom?
Suggested protocol:
* Think-Pair-Share: Students write first, discuss with a partner, then share one idea with the class.
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Midpoint Reflection
Timing: After baseline data analysis, around Class Period 8 or 9
Prompts:
* What pattern or surprise did our data reveal?
* How has our thinking changed since the start of the unit?
* What evidence do we still need in order to prove whether our solution works?
Suggested protocol:
* Peer Data Walk: Teams display their baseline graph and receive sticky-note feedback using:
* βI noticeβ¦β
* βI wonderβ¦β
* βOne suggestion isβ¦β
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End-of-Unit Reflection
Timing: After final presentations, Class Period 16
Prompts:
* What claim can we now make about reducing plastic waste at our school?
* What evidence best supports our claim?
* What would we change if we had more time to improve our intervention or collect stronger data?
Suggested protocol:
* Self-Assessment Using the Rubric: Students highlight the rubric level they believe they reached for each criterion and write one piece of evidence to justify each rating.
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6. DIFFERENTIATION & EXTENSION
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Scaffolds for students who need support:
* Provide data collection templates with labeled columns, sentence starters, and sample tally charts.
* Offer claim-evidence-reasoning frames, such as:
* βOur claim is ____.β
* βThe evidence that supports this is ____.β
* βThis proves or suggests ____ because ____.β
* Use small-group mini-conferences to help teams narrow overly broad problems into measurable questions.
* Provide graphing support, including pre-labeled axes or digital graphing tools.
Extension challenges for students ready for more:
* Calculate percent reduction and compare results across different locations or grade levels.
* Research the life cycle of one plastic item and include its broader environmental impact in the final recommendation.
* Create a cost-benefit analysis for the proposed schoolwide solution.
* Design a longer-term monitoring plan that another class or student council could continue after the unit ends.
Student voice and choice:
Students choose their teamβs focus area, data collection method, intervention strategy, and final product format, as long as each choice helps answer the driving question and produces evidence of impact.
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GPT-5.5
Turn any driving question into a complete project-based learning unit β milestones, rubric, authentic final product, and reflection checkpoints β ready to drop into your planner.
π― Builds inquiry-driven units from one question
π Generates milestone timeline + assessment rubric
π οΈ Designs an authentic, real-world final product
π Adds reflection checkpoints at every phase
π Adapts to any grade band and subject
β±οΈ Saves hours of unit planning per cycle
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