Try it / tally sheet

010452B0100

INE 2024 tally sheet, type 2 phone photo Aguascalientes certified by comparison sample: clean control

Measured on AMD: Gemma-4-31B-IT, 2026-10-14, 38.3 s, $0.000118stored read

Every check holds: accepted, nothing to key

Gemma's read of this sheet passes every check of the paper's own arithmetic.

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: Accepted: 0 fields to key

The paper's own checks

✓ rows sum to TOTAL 520 = 520

✓ votaron + representantes = section 5 520 = 520

✓ section 5 = section 7 520 = 520

✓ section 7 = TOTAL 520 = 520

✓ 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

accepted

every identity on the paper holds

Case 931c8aa3206e · 2026-10-15T09:40:27+00:00 · "Record filing" run c672ff73-7cc8-f111-bf5b-000d3aae6dc8: Completed, arithmetic re-checked in Evolus and filed · open the workspace

ok primary read (our app) local gate on the measured read
Accepted: 0 fields to key
skipped document extractor
no extractor schema yet (creating it needs a User API key; see docs/EVOLUS.md)
ok workflow: record filing POST /api/v1/workflows/{workflowId}/execute
execution c672ff73-7cc8-f111-bf5b-000d3aae6dc8
ok workflow: status GET /api/v1/workflows/{workflowId}/executions/{executionId}
Completed
ok workflow step: Re-check the paper's arithmetic
done, 1 ms
ok workflow step: Create the record file
done
ok workflow step: Filed record (output)
done
skipped knowledge library
no library id (creating one needs a User API key; see docs/EVOLUS.md)

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

All fields (23), and other runs of this sheet

Gemma · measured run Qwen3.8 · second reader

Other runs (1)

Gemma · earlier prompt

Gemma-4-31B-IT, page + 4 tiles. sourceresults/pilot/tally-witness/results_v2/gemma__*.json This read predates the row-label check; labels are checked on newer reads. Read in 38.3 s, $0.000118.

Field	Digits	Words	Official capture	Certified
Unused ballots section 2	219	219	219		✓
Voters on the list section 3	515	515	515		✓
Representatives who voted section 4	5	5	5		✓
Voters + representatives section 5	520	520			✓
Ballots taken from the boxes section 7	520	520	520		✓
Option 01	126	126	126	126	✓
Option 02	10	10	10	10	✓
Option 03	18	18	18	18	✓
Option 04	13	13	13	13	✓
Option 05	31	31	31	31	✓
Option 06 rewritten	102	102	102	102	✓
Option 07	194	194	194	194	✓
Option 08	5	5	5	5	✓
Option 09	1	1	1	1	✓
Option 10	0	0	0	0	✓
Option 11	0	0	0	0	✓
Option 12	1	1	1	1	✓
Option 13	0	0	0	0	✓
Option 14	0	0	0	0	✓
Option 15	1	1	1	1	✓
Unregistered candidates	0	0	0	0	✓
Null votes	18	18	18	18	✓
TOTAL section 6	520	520	520	520	✓

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 0 of 22 fields; after eye-checking, 0.

Now on 300 sheets: the sample audit