Try it / tally sheet

141155C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 35.6 s, $0.000126stored read

Voters plus representatives give 285, section 5 says 290: 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: Voters on the list digits 282, words 287; TOTAL not read (blank or faint); 9 row labels not where expected; votaron + representantes = section 5 (285 vs 290) …

The paper's own checks

– rows sum to TOTAL not checkable

✕ votaron + representantes = section 5 285 ≠ 290

✕ section 5 = section 7 290 ≠ 291

– section 7 = TOTAL not checkable

✕ words = digits on every field 22 of 23

Routed to a person

Voters on the list

Gemma read 282 (words 287) · official capture 287 · the paper 287

Decision on the photo: 287, 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_b4.jsonl Read in 35.6 s, $0.000126.

Field	Digits	Words
Unused ballots section 2	124	124	✓
Voters on the list section 3	282	287	!
Representatives who voted section 4	3	3	✓
Voters + representatives section 5	290	290	✓
Ballots taken from the boxes section 7	291	291	✓
Option 01	162	162	✓
Option 02 row 7: the printed label read is not the one expected here	24	24	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	1	1	✓
Option 05	3	3	✓
Option 06 row 11: the printed label read is not the one expected here	20	20	!
Option 07	52	52	✓
Option 08	16	16	✓
Option 09 row 14: the printed label read is not the one expected here	1	1	!
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 row 17: the printed label read is not the one expected here	4	4	!
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	0	0	!
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	7	7	✓
TOTAL section 6	—	—	!

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