Try it / tally sheet

142479C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 45.1 s, $0.000145stored read

Ballots taken from the boxes: digit boxes not read (blank or faint); words say 265: 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); 4 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 265 = 265

✓ votaron + representantes = section 5 284 = 284

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✓ words = digits on every field 23 of 23

Routed to a person

Ballots taken from the boxes

Gemma read blank (words 265) · official capture 265 · the paper 265

Decision on the photo: 265, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

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 (2)

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

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 45.1 s, $0.000145.

Field	Digits	Words
Unused ballots section 2	189	189	✓
Voters on the list section 3	280	280	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	284	284	✓
Ballots taken from the boxes section 7	—	265	!
Option 01	72	72	✓
Option 02 row 7: the printed label read is not the one expected here	43	43	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	7	7	✓
Option 05	3	3	✓
Option 06	36	36	✓
Option 07	96	96	✓
Option 08	0	0	✓
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11	0	0	✓
Option 12	0	0	✓
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	0	0	✓
Unregistered candidates	1	1	✓
Null votes	6	6	✓
TOTAL section 6	265	265	✓

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