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Graded 23 September 2026

Can FutureSmart Document Intelligence use a supplied definition to resolve which value fits the field name?

FutureSmart Document Intelligence returned the consignment reference, not the more prominent invoice number, when the supplied definition said which field counted. It output `reference_number = CFS-CN-40821` from the invoice, matching the value identified by the definition and not the prominent candidate.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 with a result
Coverage1 of 1test cases 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

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Definition overrides the prominent numberPassEvidence
What we sent

“The consignment reference number - the identifier tied to the physical shipment. This is NOT the invoice number, even though the invoice number appears more prominently (labelled and repeated in the footer of every page).”

InputDocument (PDF)
Three-page invoice showing invoice and consignment reference numbers.
Open the PDF ↗
Key momentsp. 1, 3 ↗
What the tool returned
JSON5 lines
{
  "summary": "This document is an invoice from Calderwood Freight Services to Vantage Retail Distribution for the transport of goods from Leeds to Portsmouth. It confirms the successful delivery of the consignment on March 7, 2026, with no reported damages or exceptions.",
  "document_type": "invoice",
  "reference_number": "CFS-CN-40821"
}

Copied from Proof 1 · Output file (JSON), lines 1–5

Open the JSON file ↗
Proof 1Output file (JSON)
JSON output returning CFS-CN-40821 for reference_number.

Its contents are printed above, under What the tool returned.

Open the JSON file ↗
Expected vs. Found
What this scenario evaluates

These are scenario-level criteria. Each test case's Expected and Found are listed separately.

  • Whether the returned field value follows the supplied definition when more than one plausible value is present.
  • Whether the tool resolves the ambiguity from schema context rather than from the most visible candidate.
  • Whether the extracted record contains the schema-selected value and not another plausible value.
How this scenario is judged →
✓Found: It returned CFS-CN-40821, the consignment reference, instead of the more prominent invoice number.
Supporting proof
Proof 2Screen recording
Screen recording of the extracted fields editor and saved reference-number result.
Key moments
Open original ↗
Proof 3Screenshot
Results panel screenshot showing Reference Number CFS-CN-40821.
Open original ↗
Why this result

The field definition excludes the more prominent invoice number and selects the consignment reference instead. The saved output returned CFS-CN-40821, matching that definition.

Also observed on this row

Page-three extra mention. CFS-CN-40821 also appears once on page 3 in an exceptions paragraph. Even so, CFS-7710 remains the more prominent candidate because it appears six times, including every page footer.

Tested by Rugved nichite · evidence dated 18 September 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
FutureSmart Document Intelligence
Surface
Settings > Extracted fields page
Set up before the run
The product was given two candidate values, with the more prominent one excluded by a definition supplied in the schema rather than the document. No arithmetic was needed.
Tested
By 18 September 2026 · Rugved nichite

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

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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

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from the publication record
6 October 2026First publishedStructured Document Extraction v1

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Cite this result
aidemos.com/benchmarks/structured-document-extraction/results/futuresmart-document-intelligence/the-value-needs-a-supplied-definition · 1 pass · 0 fail · coverage 1/1 · graded 2026-09-23

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.

Input · Document (PDF) ↗application/pdf · 118 KB
Proof 1 · Output file (JSON) ↗application/json · 0 KB
Proof 3 · Screenshot ↗image/png · 65 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 2 · Screen recording15bc4993c352210a5b51c92a02663058759145ea71dc174a4b1f3344083832f6
Input · Document (PDF)1bcc6c7b945956c5b6f5a87d223ed3d578a62aa2c56c5fc1e3abedb4cc4de72e
Proof 1 · Output file (JSON)5fd7a0dae458b821b0249bf2d746842bd06781e9e853f12ff142f1b28ed17613
Proof 3 · Screenshotd4f35933a600eb13434a363f7fc7d5881de91cef4da1bf1c938b753a80f4a7b3