Try it / tally sheet

190150C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 30.2 s, $0.000125stored read

Rows sum to 296, TOTAL says 293: 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: Option 15 digits 4, words 1; 3 row labels not where expected; rows sum to TOTAL (296 vs 293); votaron + representantes = section 5 (2 vs 1) …

The paper's own checks

✕ rows sum to TOTAL 296 ≠ 293

✕ votaron + representantes = section 5 2 ≠ 1

✕ section 5 = section 7 1 ≠ 293

✓ section 7 = TOTAL 293 = 293

✕ words = digits on every field 22 of 23

Routed to a person

Option 15

Gemma read 4 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.

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 30.2 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	443	443	✓
Voters on the list section 3	1	1	✓
Representatives who voted section 4	1	1	✓
Voters + representatives section 5	1	1	✓
Ballots taken from the boxes section 7	293	293	✓
Option 01	14	14	✓
Option 02	21	21	✓
Option 03	0	0	✓
Option 04	16	16	✓
Option 05	18	18	✓
Option 06	37	37	✓
Option 07	153	153	✓
Option 08	0	0	✓
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	22	22	!
Option 13 row 18: the printed label read is not the one expected here	0	0	!
Option 14 row 19: the printed label read is not the one expected here	2	2	!
Option 15	4	1	!
Unregistered candidates	0	0	✓
Null votes	9	9	✓
TOTAL section 6	293	293	✓

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