Try it / tally sheet

304034C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 26.4 s, $0.000125stored read

Ballots taken from the boxes: digit boxes not read (blank or faint); words say 0: 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); 6 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 384 = 384

✓ votaron + representantes = section 5 384 = 384

– 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 0) · official capture 0 · the paper 0

Decision on the photo: 0, Gemma misread it; the official capture matches the paper. Confirmed by a person, blind, from the photo.

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_b4.jsonl Read in 26.4 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	304	304	✓
Voters on the list section 3	378	378	✓
Representatives who voted section 4	6	6	✓
Voters + representatives section 5	384	384	✓
Ballots taken from the boxes section 7	—	0	!
Option 01	86	86	✓
Option 02 row 7: the printed label read is not the one expected here	11	11	!
Option 03 row 8: the printed label read is not the one expected here	2	2	!
Option 04 row 9: the printed label read is not the one expected here	14	14	!
Option 05	6	6	✓
Option 06 row 11: the printed label read is not the one expected here	30	30	!
Option 07	203	203	✓
Option 08	5	5	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	15	15	!
Option 13	0	0	✓
Option 14	0	0	✓
Option 15 row 20: the printed label read is not the one expected here	0	0	!
Unregistered candidates	0	0	✓
Null votes	12	12	✓
TOTAL section 6	384	384	✓

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