Try it / tally sheet

155026C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 72.4 s, $0.000144stored read

Section 5 says 369, section 7 says 360: 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: Unregistered candidates not read (blank or faint); 3 row labels not where expected; section 5 = section 7 (369 vs 360); section 7 = TOTAL (360 vs 356)

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 369 = 369

✕ section 5 = section 7 369 ≠ 360

✕ section 7 = TOTAL 360 ≠ 356

✓ words = digits on every field 23 of 23

Routed to a person

Representatives who voted

Gemma read 0 · official capture 5 · the paper 5

Decision on the photo: 5, 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)

Routed to a person

Voters on the list

Gemma read 369 · official capture 364 · the paper 364

Decision on the photo: 364, 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 72.4 s, $0.000144.

Field	Digits	Words
Unused ballots section 2	191	—	✓
Voters on the list section 3	369	—	✓
Representatives who voted section 4	0	—	✓
Voters + representatives section 5	369	—	✓
Ballots taken from the boxes section 7	360	—	✓
Option 01	47	47	✓
Option 02	54	54	✓
Option 03	5	5	✓
Option 04	14	14	✓
Option 05	9	9	✓
Option 06	26	26	✓
Option 07	178	178	✓
Option 08	8	8	✓
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	18	18	!
Option 13	0	0	✓
Option 14 row 19: the printed label read is not the one expected here	3	3	!
Option 15 row 20: the printed label read is not the one expected here	3	3	!
Unregistered candidates	—	—	!
Null votes	4	4	✓
TOTAL section 6	356	356	✓

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