AI and data · Beginner · About 30 minutes, plus practice
Summarize a Planning Document with Checkable Evidence
Turn a short public planning document into a useful briefing while keeping its scope, caveats, and source locations visible. The practice is optional and formative; it does not replace an official course assignment or a person's planning judgment.
What you will make
A one-page briefing with source anchors, an uncertainty note, and a short record of how you checked it.
A concise briefing helps teammates find the material they need. Its usefulness depends on whether someone can check each important statement against the original, including qualifications that a fluent summary may leave out.
Frame a narrow summary request with an audience and source boundary.
Check summary statements against page or section evidence.
Keep unknowns and AI-use disclosure visible in the final briefing.
Before you start
A short public document that you are authorized to use, with a title and readable text.
An approved AI interface with document access, if available. Features vary by account; a manual summary remains an equally valid practice route.
Project connections: Bluefield VA comprehensive plan; Haysi downtown; Clintwood downtown reuse and housing; Red Onion industrial website and marketing; Clinchco and Nora workforce and former-school reuse.
Work through the method
Choose a manageable source
Choose one public document or page range. Record title, publisher, date, URL, and included pages. Confirm you may share the material with the selected tool.
Check your work: The source note identifies exactly what is included.
Check the readable content
Read the pages yourself and check headings, tables, and scans. Upload success does not establish complete extraction. Use a readable authorized excerpt when necessary and report gaps.
Check your work: Unreadable and excluded material is listed.
Specify the briefing
Name an audience and request purpose, findings, proposed actions, and limitations. Require an accurate page or section anchor for each substantive statement and unknown for absent information.
Check your work: The prompt specifies audience, structure, and evidence.
Review the draft against the original
Check every substantive statement against the original. Open each citation. Distinguish printed and PDF viewer page numbers. Restore conditions and remove unsupported additions.
Check your work: Every retained claim has checked source support.
Write the corrected briefing
Revise into natural language, retaining unresolved questions. Add the source boundary and a brief AI-assistance note consistent with the instructor's expectations.
Check your work: The briefing preserves evidence and uncertainty.
Test its usefulness
Read the export as a teammate would. Check that evidence is findable and the briefing fits its audience. Identify important topics outside the selected pages.
Check your work: The saved briefing communicates its limited source scope.
Prompts to adapt
Replace the bracketed details with your own question and authorized source material. Check the output rather than treating it as evidence.
A bounded planning briefing
Using only [authorized public document title, date, and specified pages], draft a briefing of no more than 250 words for [audience]. Include purpose, relevant findings, proposed actions, and limitations. Give the printed page or section and a short evidence anchor for every substantive statement. Identify PDF viewer page numbers separately when they differ. State unknown for absent information. Report unreadable or excluded sections. Do not add external facts, decide policy, or invent citations.
Open every cited location and compare the statement with its context.
Confirm the pages included and any extraction gaps.
Restore conditions, dates, and qualifications before sharing.
Create a source-checked one-page briefing
Choose a short, authorized public document and record its included pages.
Use the provided prompt or write the same summary manually.
Check every substantive draft statement and citation against the original.
Save the corrected briefing with a scope note and AI-use disclosure where applicable.
Bring the method into a product
One-page briefing with page or section anchors
Short source, uncertainty, and verification note
Suggested formats: PDF, TXT.
Reflect: Which qualification would change the meaning of your briefing if it were omitted?
Avoid these mistakes
A plausible citation can point to the wrong page or support a different claim.
Document summary is not approval of a recommendation or automated professional judgment.
Unreadable or excluded pages remain unreviewed; do not silently fill their gaps.
Check your understanding
These short checks are practice, not course grades. Read the explanation, revise your reasoning and try again when useful.
Submit your practice product
Use the existing course login. Your file and notes are visible to you and the instructor, not the public or other students. Official graded assignments still go to Canvas.
Submit a PDF, image, DOCX, UTF-8 text/CSV, JSON or GeoJSON file. For several products, combine the evidence, text alternatives and notes into one accessible PDF or DOCX, or submit each file separately with the same project title. Keep native ArcGIS projects and complete shapefile bundles locally. Upload only work you can share with the instructor; leave out confidential client records and sensitive species or infrastructure locations.
University of Virginia. Instructor expectations, responsible use, and privacy discussion.
Guidance may change. Follow the current source and check the software version, license, local rules and data limitations before applying the method.
UVA Batten | UVA School of Architecture
Rural Planning and Economic Development
Course modules, planning tools, community projects, and practical resources for Fall 2026.
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Course access
Enter your UVA computing ID and the semester code provided by your instructor.
Confirming your saved course access…
Use the ID before @virginia.edu. No ChatGPT or Google sign-in is required. After a successful sign-in, this browser will remember the student through December 31, 2026, unless the student signs out or clears browser data. The site does not use an IP address as a login credential.