Try it / tally sheet

301480B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 43.0 s, $0.000126stored read

Rows sum to 421, 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: 8 row labels not where expected; rows sum to TOTAL (421 vs 420); section 5 = section 7 (417 vs 422); section 7 = TOTAL (422 vs 420)

The paper's own checks

✕ rows sum to TOTAL 421 ≠ 420

✓ votaron + representantes = section 5 417 = 417

✕ section 5 = section 7 417 ≠ 422

✕ section 7 = TOTAL 422 ≠ 420

✓ words = digits on every field 23 of 23

Checked against the official capture

Ballots taken from the boxes

Gemma read 422 (words 422) · official capture 420 · the paper 422

Decision on the photo: 422, the official capture does not match the paper. Confirmed by a person, blind, from the photo.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

Separately: the official capture was wrong here

The official typed record (PREP), not Gemma's read

Ballots taken from the boxes: the official capture keyed 420; the paper says 422.

This compares the official typed record with the paper, not Gemma's read.

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 43.0 s, $0.000126.

Field	Digits	Words
Unused ballots section 2	238	238	✓
Voters on the list section 3	409	409	✓
Representatives who voted section 4	8	8	✓
Voters + representatives section 5	417	417	✓
Ballots taken from the boxes section 7	422	422	✓
Option 01	79	79	✓
Option 02 row 7: the printed label read is not the one expected here	40	40	!
Option 03	3	3	✓
Option 04 row 9: the printed label read is not the one expected here	15	15	!
Option 05	13	13	✓
Option 06 row 11: the printed label read is not the one expected here	55	55	!
Option 07	178	178	✓
Option 08	6	6	✓
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10	0	0	✓
Option 11 row 16: the printed label read is not the one expected here	1	1	!
Option 12 row 17: the printed label read is not the one expected here	20	20	!
Option 13 row 18: the printed label read is not the one expected here	0	0	!
Option 14	1	1	✓
Option 15 row 20: the printed label read is not the one expected here	3	3	!
Unregistered candidates	0	0	✓
Null votes	7	7	✓
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