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Graded 12 October 2026

Does Denser AI cite text that supports the answer’s claim?

Denser AI traced the answer’s claim to supporting text in the cited passage. The marker landed on the passage with the 90-minute acknowledgement statement and its cover-level note, while the decoy table in another passage was not cited.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above is based on this test case.

Citation opened and read against the claim it supportsPassEvidence
What we sent

“How quickly does Fenwake acknowledge a Priority 1 fault reported outside business hours?”

What the tool returned
Text
A Priority 1 fault reported outside business hours is acknowledged by a named duty engineer within 90 minutes of the ticket being raised. The engineer confirms ownership by telephone and, where the customer asks for it, in writing on the ticket. This target applies regardless of the cover level held — the cover level only determines what happens after acknowledgement, not how quickly the call is answered[1](upload/google_107814369447848734045/chatbots/chatbot_o9ihun9849fcf3tbhigo4/ruM2xi4mokcyDojzyRmgA.pdf PassageID:0).

Plain-text API dump with answer and returned passages

Copied from Captured file (text), lines 13–18 · an excerpt

Open the whole text file ↗

Source excerpt · partial file · response 1

Text
A Priority 1 fault reported outside business hours is acknowledged by a named duty engineer within
90 minutes of the ticket being raised. The engineer confirms ownership by telephone and, where the
customer asks for it, in writing on the ticket. This target applies regardless of the cover level
held — the cover level only determines what happens after acknowledgement, not how quickly the call
is answered[1](upload/google_107814369447848734045/chatbots/chatbot_o9ihun9849fcf3tbhigo4/ruM2xi4mok
cyDojzyRmgA.pdf PassageID:0).

Copied from Captured file (text), lines 13–18 · an excerpt

Expected vs. Found
✓Expected: The citation should point to the passage that supports the answer’s actual claim, not merely the same document or topic.Found: It points to the supporting passage, and the decoy table is a different passage.
Supporting proof
Proof 1Screenshot
Notebook screenshot with answer and truncated passages
Open original ↗
Why this result

It passes because the citation lands on the passage that states the 90-minute acknowledgement and cover-level note, while the 30-minute table is elsewhere.

Also observed in this test case

Source overlap. Six of ten returned passages came from the same source document, so passage-level checking was needed.

Tested by Vivek Tomar · evidence dated 5 October 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
Denser AI
Build or version
Not exposed by the hosted product
Plan or tier
Free
Surface
API
Set up before the run
A multi-page source document had to contain the answer, and the question was asked on the answer surface with citations enabled; the cited passage was opened.
Citations
on
Tested
5 October 2026 · Vivek Tomar

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.

Where this sits in the benchmark

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

LevelNameScope
BenchmarkManaged RAG →15 scenarios · 9 tools
CapabilityCitations →
ScenarioA claim in the answer traced back to its source →
ToolDenser AI →

History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

from the publication record
10 November 2026First publishedManaged RAG v1

Act on this result

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This matches what I see

You run the same kind of test against your own setup and get the same behaviour.

Agree →
This does not match

Yours behaves differently. Tell us what you got, with a screenshot if you have one.

Disagree →
Point out an issue

Something here is wrong — a reference value, a transcription, a grade.

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Request a retest

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We have fixed this

Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.

Vendor notice →
Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/managed-rag/results/denser-ai/a-claim-in-the-answer-traced-back-to-its-source · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-12

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Captured file (text) ↗text/plain; charset=utf-8 · 20 KB
Proof 1 · Screenshot ↗image/png · 374 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Captured file (text)7f49ed8ea6534203200113079a438729c66da9246e3d3cfad9572fddcb31e715
Proof 1 · Screenshot0c527cd7b8b5486a74f3564ef312231ce7bfeff746196f135abdbcea087b011c