Try it / tally sheet

152683C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 89.3 s, $0.000126stored read

Option 02: row 7: the printed label read is not the one expected here: 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 09 digits 1, words 0; 3 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 383 = 383

✓ votaron + representantes = section 5 383 = 383

✓ section 5 = section 7 383 = 383

✓ section 7 = TOTAL 383 = 383

✕ words = digits on every field 22 of 23

Routed to a person

Option 09

Gemma read 1 (words 0) · official capture 0 · the paper 0/1?

Decision on the photo: 0/1?, 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 89.3 s, $0.000126.

Field	Digits	Words
Unused ballots section 2	270	—	✓
Voters on the list section 3	379	—	✓
Representatives who voted section 4	4	—	✓
Voters + representatives section 5	383	—	✓
Ballots taken from the boxes section 7	383	—	✓
Option 01	82	82	✓
Option 02 row 7: the printed label read is not the one expected here	41	41	!
Option 03 row 8: the printed label read is not the one expected here	2	2	!
Option 04	23	23	✓
Option 05	8	8	✓
Option 06	33	33	✓
Option 07	146	146	✓
Option 08	10	10	✓
Option 09	1	0	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11	0	0	✓
Option 12	25	25	✓
Option 13	0	0	✓
Option 14	3	3	✓
Option 15	1	1	✓
Unregistered candidates	1	1	✓
Null votes	7	7	✓
TOTAL section 6	383	383	✓

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