Try it / tally sheet

143165B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 53.9 s, $0.000145stored 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.

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 337 = 337

✓ votaron + representantes = section 5 334 = 334

– 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.

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.jsonl Read in 53.9 s, $0.000145.

Field	Digits	Words
Unused ballots section 2	137	137	✓
Voters on the list section 3	330	330	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	334	334	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	184	184	✓
Option 02	38	38	✓
Option 03	4	4	✓
Option 04	5	5	✓
Option 05	3	3	✓
Option 06	23	23	✓
Option 07	54	54	✓
Option 08	12	12	✓
Option 09	6	6	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	2	2	✓
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	1	1	✓
Unregistered candidates	1	1	✓
Null votes	4	4	✓
TOTAL section 6	337	337	✓

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