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Try it / tally sheet

010445C0100

INE 2024 tally sheet, type 2 scanner Aguascalientes certified by recount sample: recounted, rows do not sum

Measured on AMD: Gemma-4-31B-IT, 2026-10-14, 45.0 s, $0.000102stored read

!
Ballots taken from the boxes: not read: blank or too faint on the page: this field goes to a person, with its photo
Gemma's read breaks one of the paper's own checks, so the gate does not accept it.
Privacy-masked page of form 010445C0100

Straightened by its corner marks; the right-hand column (officials' names and signatures) is blacked out before the page is stored or sent to the model.

Watch it run

Read this sheet again, live

Gemma-4-31B-IT reads the masked page on AMD; the gate checks each field as the answer arrives.

About a minute. One live read runs at a time for the whole site; yours waits in a short queue and shows its place.

How it's checked

Gate: Routed: Ballots taken from the boxes not read (blank or faint)

The paper's own checks

✓ rows sum to TOTAL 425 = 425
✓ votaron + representantes = section 5 427 = 427
– section 5 = section 7 not checkable
– section 7 = TOTAL not checkable
✓ words = digits on every field 23 of 23
Receipts

Every disputed field of the sample audit of 300 sheets gets a Merkle receipt: its record, the SHA-256 of its crop, and a proof path to one published root. This sheet is not in that sample; see a receipt verified on sheet 122655C0100.

Evolus case for this sheet
Evolus case

Paper form intake, run on Evolus

routed

Routed: Ballots taken from the boxes unreadable; Option 01 digits 18, words 88; Unregistered candidates digits 12, words 2; rows sum to TOTAL (365 vs 425)

Case 969757c3efa4 · 2026-10-15T09:40:35+00:00 · workflow run cb72ff73-7cc8-f111-bf5b-000d3aae6dc8: Completed · open the workspace

EN Check the fields labeled Ballots taken from the boxes, Option 01, and Unregistered candidates on the page. They were routed because the ballot-box value is unreadable, the Option 01 and Unregistered candidates entries have digit-word mismatches, and the rows do not sum to TOTAL.
ES Compruebe los campos etiquetados como «Papeletas extraídas de las urnas», «Opción 01» y «Candidatos no registrados» en la página. Se remitieron porque el valor de las urnas es ilegible, las entradas de «Opción 01» y «Candidatos no registrados» no coinciden con las palabras que representan los dígitos y las filas no suman el TOTAL.
Drafted by workflow 'Review hand-off' (Intake clerk on the AMD-hosted model + AI Tool translate).
  1. ok primary read (our app) local gate on the measured read
    Routed: Ballots taken from the boxes unreadable; Option 01 digits 18, words 88; Unregistered candidates digits 12, words 2; rows sum to TOTAL (365 vs 425)
  2. skipped document extractor
    no extractor schema yet (creating it needs a User API key; see docs/EVOLUS.md)
  3. ok workflow: review hand-off POST /api/v1/workflows/{workflowId}/execute
    execution cb72ff73-7cc8-f111-bf5b-000d3aae6dc8
  4. ok workflow: status GET /api/v1/workflows/{workflowId}/executions/{executionId}
    Completed after 9 polls
  5. ok workflow step: Draft the review task (Intake clerk)
    done, 47768 ms
  6. ok workflow step: Translate the task to Spanish
    done, 2780 ms
  7. ok workflow step: Assemble the review task
    done
  8. ok workflow step: Review task (output)
    done

Full trace: two real sheets, request to receipt · Source code

All fields (23), and other runs of this sheet
Gemma · measured runQwen3.8 · second readerGemma · earlier prompt

Gemma-4-31B-IT, page + 3 tiles. sourceresults/pilot/tally-witness/results/gemma__*.json This read predates the row-label check; labels are checked on newer reads. Read in 45.0 s, $0.000102.

FieldDigitsWordsOfficial
capture		Certified
Unused ballots
section 2
 334 — 334 ✓
Voters on the list
section 3
 425 — 425 ✓
Representatives who voted
section 4
 2 — 2 ✓
Voters + representatives
section 5
 427 — ✓
Ballots taken from the boxes
section 7
 — — 425 !
Option 01 88 88 18 88 ✓
Option 02 17 17 17 17 ✓
Option 03 13 13 13 13 ✓
Option 04 16 16 16 13 ✓
Option 05 15 15 15 15 ✓
Option 06 29 29 29 29 ✓
Option 07 224 224 224 223 ✓
Option 08 2 2 2 1 ✓
Option 09 1 1 1 2 ✓
Option 10 0 0 0 0 ✓
Option 11 0 0 0 0 ✓
Option 12 12 12 12 14 ✓
Option 13 0 0 0 0 ✓
Option 14 0 0 0 0 ✓
Option 15 0 0 0 2 ✓
Unregistered candidates 2 2 12 1 ✓
Null votes 6 6 6 7 ✓
TOTAL
section 6
 425 425 425 425 ✓

Options 01–15 are the form's vote rows in printed order, shown without party names. Digits and words are the model's two independent readings. Official capture: the double-keyed official capture of this image (PREP). Certified: the certified district count (Cómputos), which has no section 2-5 or 7 values. Amber: the capture differs from the model. † eye-checked: the capture mis-keyed the field. Against the official capture this read differs on 3 of 22 fields; after eye-checking, 3.

Now on 300 sheets: the sample audit