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Graded 23 October 2026

Does FutureSmart Document Intelligence cite answer claims to supporting source text?

FutureSmart Document Intelligence does not link the answer claim to a supporting passage. The chat response had no citation marker or section reference, and the web Conversations view panel listed source files rather than the supporting passage; the top section matched the answer, but a conflicting 30-minute section also appeared.

1 of 1 test case failed

Every test case in this scenario has a result.

Pass rate0%0 of 1 gradable
Coverage1 of 1test case with a result
0PassNo test case passed.
1FailMissed at least one thing it was expected to do; the reason and proof are on the row.
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 counts this row.

Citation opened and read against the claim it supportsFailEvidence
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, if requested, in writing on the ticket.

Text capture: the full answer and ranked section list

Copied from Captured file (text), lines 11–12 · an excerpt

Open the whole text file ↗

Source excerpt · partial file · response 1

Text
answer:
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, if requested, in writing on the ticket.

Copied from Captured file (text), lines 11–12 · an excerpt

Expected vs. Found
✗Expected: The citation resolves to a passage that supports the claim the answer made, not just the same document or topic.Found: The answer says 90 minutes and the top section supports that, but no citation marker or section reference links the answer to any passage.
Supporting proof
Proof 1Screenshot
API response: the question, the answer, and the top retrieved sections
The tool’s response is printed above, under What the tool returned. Show this screenshotOpen original ↗
Proof 2Screenshot
Comparison screenshot: the answer against the top and rank-3 sections
The tool’s response is printed above, under What the tool returned. Show this screenshotOpen original ↗
Why this result

The answer is correct, but the product never ties that claim to a supporting passage. The chat response shows no citation marker or section reference, and the web view lists source files rather than the passage itself.

Also observed on this row

Chunk spill. The top match starts with unrelated text before the supporting rule, so the retrieved chunk is wider than the passage that backs the answer.

Conflicting figure. A lower-ranked section shows a 30-minute Priority 1 figure for business hours.

No citation tags. The response returns follow-up suggestions, but no citation markers.

Tested by Vivek Tomar · evidence dated 23 October 2026
Limitations of this result

The Conversations-view check came from a separate capture, so the proofs here show the API response only.

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
FutureSmart Document Intelligence
Build or version
v1
Surface
API
Set up before the run
We asked the question through the chat API on a multi-page document and read the answer against the ranked sections it returned.
Prompt template
no prompt or template override
Retrieval settings
default retrieval settings
Filters
no filters
Tested
23 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 row says which 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 row says what's missing.

Where this sits in the benchmark

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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
24 October 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.

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This does not match

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Disagree →
Point out an issue

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We have fixed this

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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/futuresmart-document-intelligence/a-claim-in-the-answer-traced-back-to-its-source · 0 pass · 1 fail · coverage 1/1 · graded 2026-10-23

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.

Proof 1 · Screenshot ↗image/png · 382 KB
Captured file (text) ↗text/plain; charset=utf-8 · 9 KB
Proof 2 · Screenshot ↗image/png · 217 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshotfffdf47107d4c78ae2a3e16cb85bb9d057221c597e669dcbb3a1fa5f4d79e2e9
Captured file (text)034549798c2eb57af9968b1f4e74cd69bc0bfbbc285700e2653a0060fd2e0574
Proof 2 · Screenshot5797331f5d149db23e12a61d028ede0ada0af1d42b8f935396d384aeb2cc1cb5