Try it / tally sheet

040446B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 82.9 s, $0.000125stored read

Option 02: row 7: the printed label read is not the one expected here: 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.

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: 3 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 88 = 88

✓ votaron + representantes = section 5 88 = 88

✓ section 5 = section 7 88 = 88

✓ section 7 = TOTAL 88 = 88

✓ 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.

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

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

Gemma · pre-registered run

Other runs (3)

Gemma · pre-registered run Qwen3.8 · pre-registered run Qwen3.8 · pre-registered run

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 82.9 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	64	64	✓
Voters on the list section 3	86	86	✓
Representatives who voted section 4	2	2	✓
Voters + representatives section 5	88	88	✓
Ballots taken from the boxes section 7	88	88	✓
Option 01	9	9	✓
Option 02 row 7: the printed label read is not the one expected here	14	14	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	4	4	✓
Option 05	3	3	✓
Option 06 row 11: the printed label read is not the one expected here	10	10	!
Option 07	36	36	✓
Option 08	2	2	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	2	2	✓
Option 13	0	0	✓
Option 14	3	3	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	1	1	✓
TOTAL section 6	88	88	✓

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.

Now on 300 sheets: the sample audit