Try it / tally sheet

311026C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 135.1 s, $0.000145stored read

Rows sum to 409, TOTAL says 365: 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: 1 row label not where expected; rows sum to TOTAL (409 vs 365)

The paper's own checks

✕ rows sum to TOTAL 409 ≠ 365

✓ votaron + representantes = section 5 365 = 365

✓ section 5 = section 7 365 = 365

✓ section 7 = TOTAL 365 = 365

✓ words = digits on every field 23 of 23

Routed to a person

Unused ballots

Gemma read 206 · official capture 306 · the paper None

Decision on the photo: None, the field cannot be read on the photo. 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 135.1 s, $0.000145.

Field	Digits	Words
Unused ballots section 2	206	—	✓
Voters on the list section 3	363	—	✓
Representatives who voted section 4	2	—	✓
Voters + representatives section 5	365	—	✓
Ballots taken from the boxes section 7	365	—	✓
Option 01	44	44	✓
Option 02	20	20	✓
Option 03	3	3	✓
Option 04	30	30	✓
Option 05	21	21	✓
Option 06	24	24	✓
Option 07	233	233	✓
Option 08	2	2	✓
Option 09	2	2	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	22	22	✓
Option 13 row 18: the printed label read is not the one expected here	0	0	!
Option 14	0	0	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	8	8	✓
TOTAL section 6	365	—	✓

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