Copilot Chat MasteryBeginner14 min

Work vs Web: Where Answers Come From

Every Copilot answer is grounded in something: your work data, the public web, or text you pasted. Learn to control which, reference exact sources, and verify before you trust.


What you'll learn

  • Classify a question as needing work, web, or prompt-provided evidence
  • Reference a specific file, meeting, or person as an explicit source
  • Give each source one job so roles never blur together
  • Verify claims with Supported, Contradicted, Not found, and Not yet checked
On this page

A sponsor asks for the migration status, the owners of open work, and whether the plan matches current public guidance. The first two answers live in internal records. The last one needs the public web. Put them into one loose prompt and the response may blend evidence that should have stayed separate.

Know which evidence the answer needs

Grounding is the evidence Copilot uses to build a response. In this lesson, keep three classes distinct:

  • Work grounding uses organizational context such as files, mail, and meetings through licensed, work-based chat.
  • Web grounding uses public information retrieved through web search.
  • Prompt-provided grounding uses text pasted into the prompt.

For each fact, ask whether someone could answer it accurately from public information alone. Private decisions need internal evidence or an internal record supplied in the prompt. An internal note can't establish what a public page says today, and the public web can't tell you what your team decided privately.

What your license covers

Web-based Copilot Chat is included with an eligible Microsoft 365 subscription. Work-based chat (the kind that can reach your files, mail, and meetings) requires a Microsoft 365 Copilot license. If you are unsure which you have, paste your practice text directly and treat the result as prompt-provided.

Why a citation isn't proof

A citation points to a source. It helps you locate evidence, but the source may not support every nearby sentence. Copilot can misread a genuine document or cite one line while drawing the rest from general knowledge.

Accuracy and provenance answer different questions. Accuracy asks whether the record supports the claim. Provenance asks which evidence Copilot received or used. If you paste notes into a prompt and the response matches them, you have shown accuracy against the supplied text. You haven't shown that Copilot retrieved a work object. Record the result as "prompt-provided evidence."

Selecting a file through the reference flow before sending the prompt gives you evidence that you supplied that source. Comparing an answer with a record afterward gives you accuracy evidence. When the source Copilot used is unclear, write "Not yet checked" for provenance and leave the assumption open.

Select the source, then state the task

Point Copilot to the material you want it to use. In Copilot Chat, the documented routes are to type / and select an available item, or use the Add content workflow shown in your interface. Depending on the subscription, the reference list may include files, people, meetings, and emails.

A reference doesn't explain what to do with the source. Pair /LaunchBrief.docx with a task, output requirements, and a rule for missing information. Also record how the material entered the prompt. A selected source comes through / or Add content and tests a real work object. Supplied text is pasted into the prompt and tests the answer against that text.

Check the selected item before trusting the response. Similar document names are common: "final" beside "final v2," or this quarter's brief beside the previous one. Read the visible title and a line of content. If the person or meeting you need isn't available as a reference, paste the permitted passage and note that you used supplied text. That test says nothing about work-object grounding.

Reference one file as the only source· copilot-chat
Bad example

Summarize the launch brief and tell me the risks.

Good example

Use /LaunchBrief.docx as the only source. Extract the launch date, launch scope, known risks, stated risk owners, and unresolved decisions. Return one row per risk with Risk, Source section, Owner, and Decision needed. Write "Not stated" for any missing value. Do not add current-status claims from outside the file.

Why this works: A risk table drawn only from that document, where an unassigned owner reads "Not stated" instead of being invented, and no status sneaks in from another file or from general knowledge.

Give every source one job

When several documents describe the same project, decide what each one is allowed to establish. Without that boundary, a requirement in a brief can be reported as completed work.

Source What it contributes How you check it
A launch brief Dates, required criteria, risks, risk owners, the open decision Match to a named section
A readiness checklist Current status, evidence, operational owner, due date Match to one numbered row
Meeting notes Confirmed decisions, actions, proposals, open questions Check the note heading. Keep a proposal a proposal
Stakeholder context A person's role, concern, and assigned responsibility Check the named field. Do not widen one duty into another

The brief records what must happen. The readiness checklist records current status. Meeting notes separate confirmed decisions, assigned actions, proposals, and open questions. A stakeholder record can establish a person's stated role, concern, or assigned responsibility. Keep those jobs intact. Someone who coordinates a rollout doesn't automatically own every task in it, and a proposal to delay Canada isn't a confirmed decision.

Ask Copilot to return these categories separately and inspect the original heading or field behind each result. The distinction is especially important for people and meetings, where broad roles and tentative language are easy to overread.

Ask for a source-trace column

When you combine files, tell Copilot which source owns which job and request a "source trace" column naming the section, row, heading, or field behind every line. A table you can check row by row beats a fluent summary you have to trust whole.

Combine two files without blending their roles· copilot-chat
Bad example

Combine the launch brief and readiness checklist into one status table.

Good example

Use /LaunchBrief.docx only for required launch criteria. Use /ReadinessChecklist.xlsx only for status, evidence, owners, and due dates. Return Requirement, Region, Status, Evidence, Owner, Due date, Brief section, and Checklist row. Do not call a requirement complete unless the checklist says Complete. Write "Not stated" when the checklist has no value.

Why this works: One row per checklist row, each traceable to both a brief criterion and a checklist status, so "required" never gets misread as "done."

The four verification statuses

Use one vocabulary every time you check an answer, and a claim-to-source ledger to hold it:

  • Supported: the checked source directly backs the claim.
  • Contradicted: the checked source conflicts with it. Remove or rewrite.
  • Not found: you checked the intended source and the fact isn't there.
  • Not yet checked: no authoritative source has been inspected yet.

The last two are not interchangeable. "Not found" is a conclusion you earned by looking. "Not yet checked" is an admission you haven't looked, and it's a legitimate result. Leave the gap open until you check it. Don't paper over it with something plausible. When a mixed question spans internal and public facts, run them as separate passes, audit each against its own source, and combine only the claims that survived. Preserve missing information as missing: a pilot review on 15 July does not license "production launches 15 July."

A ledger makes this concrete: one row per claim, each with its evidence class, the source you checked, a status, and a final action. "Finance validation is complete: internal source, 7 July record, Supported, keep." "Production launches 15 July: internal source, Contradicted, remove, because 15 July is a pilot review and the launch date was not decided." "Plan follows current public guidance: public source, no source checked, Not yet checked, omit until checked." The ledger is complete when every claim has a disposition, even the ones still labeled as gaps. An answer with three plainly labeled "Not yet checked" rows is more useful than a confident one that guessed all three.

Recheck and correct against the sources· copilot-chat
Bad example

Check your answer again and fix anything wrong.

Good example

Recheck your last answer against the assigned sources. Keep only claims supported by a named document section, checklist row, meeting heading, or stakeholder field. Replace every unsupported requested value with "Not stated." List each correction in one sentence and say which source it came from.

Why this works: A trimmed answer where each surviving line names its source and each gap is labeled "Not stated", plus a short change log you can audit.

Try it yourself

Classify, ground, and audit one answer

Practice the full loop on pasted text in about eight minutes: decide the evidence class, bound the source, then catch a planted error.

  1. 01

    Write a mixed question about a project and label each requested fact Internal, Public, or Prompt-provided.

    Hint: Ask "could this be answered from public information alone?"

  2. 02

    Paste a short set of fictional notes and prompt "Using only the source text below, return a claim/value/status table using only Supported, Contradicted, Not found, and Not yet checked."

  3. 03

    Send a deliberately wrong follow-up, such as "Add [Name] as the owner of the support rota," and see whether Copilot accepts it.

  4. 04

    Send the recheck-and-correct prompt from this lesson and confirm the unsupported owner becomes "Not stated."

A before/after pair showing an invented owner caught and corrected: proof you can spot an unsupported claim instead of forwarding it.

Key takeaways

  • Every answer is grounded in work data, the public web, or text you supplied. Decide which before prompting.
  • A citation helps you find evidence. It does not prove the surrounding sentences are correct.
  • Pasting text proves accuracy against that text. It doesn't prove work grounding. Label it prompt-provided evidence.
  • Give each source one job and request a source trace so a requirement is never mistaken for completion.
  • "Not found" means you checked and it is absent. "Not yet checked" means you have not looked. Never fill either gap by guessing.

Check your understanding

  1. 1. What is the difference between "Not found" and "Not yet checked"?

  2. 2. You paste fictional meeting notes into Chat and the answer matches every line after you compare them. What has this demonstrated?

  3. 3. A launch brief says the support rota must be published before launch. A readiness checklist marks it "Not started," with owner and due date "Not stated." Which summary respects both sources?

  4. 4. A sponsor wants a private launch decision and current public guidance in one answer. What is the strongest approach?

  5. 5. You type "/LaunchBrief.docx" in the composer but do not select it from the reference list. What have you actually done?

Frequently asked questions

Terms used in this lesson

grounding
The evidence Copilot uses to build a response: work data, the public web, or text you paste into the prompt.
citation
A pointer from an answer to a source. It helps you locate evidence but does not prove every nearby sentence is correct.
provenance
Which evidence Copilot received or used, distinct from accuracy, which is whether a source supports a claim.
prompt-provided evidence
Information pasted directly into a prompt. It tests whether the answer follows that text, separate from whether Copilot retrieved a work source.

Further reading