Try it / tally sheet

211671B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 32.9 s, $0.000126stored read

Rows sum to 430, TOTAL says 420: 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 01 digits 68, words 58; 8 row labels not where expected; rows sum to TOTAL (430 vs 420); section 5 = section 7 (420 vs 10) …

The paper's own checks

✕ rows sum to TOTAL 430 ≠ 420

✓ votaron + representantes = section 5 420 = 420

✕ section 5 = section 7 420 ≠ 10

✕ section 7 = TOTAL 10 ≠ 420

✕ words = digits on every field 22 of 23

Routed to a person

Option 01

Gemma read 68 (words 58) · official capture 58 · the paper 58/68

Decision on the photo: 58/68, the paper itself is ambiguous. 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_b4.jsonl Read in 32.9 s, $0.000126.

Field	Digits	Words
Unused ballots section 2	257	—	✓
Voters on the list section 3	415	—	✓
Representatives who voted section 4	5	—	✓
Voters + representatives section 5	420	—	✓
Ballots taken from the boxes section 7	10	—	✓
Option 01	68	58	!
Option 02 row 7: the printed label read is not the one expected here	9	9	!
Option 03	1	1	✓
Option 04 row 9: the printed label read is not the one expected here	26	26	!
Option 05	18	18	✓
Option 06 row 11: the printed label read is not the one expected here	45	45	!
Option 07	195	195	✓
Option 08	4	4	✓
Option 09 row 14: the printed label read is not the one expected here	6	6	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	24	24	✓
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	4	4	!
Option 15	4	4	✓
Unregistered candidates	5	5	✓
Null votes	21	21	✓
TOTAL section 6	420	420	✓

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