Try it / tally sheet

304395B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 83.0 s, $0.000539stored read

Unused ballots: row 1: 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: 9 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 265 = 265

✓ votaron + representantes = section 5 265 = 265

✓ section 5 = section 7 265 = 265

✓ section 7 = TOTAL 265 = 265

✓ words = digits on every field 23 of 23

Routed to a person

Option 03

Gemma read 2 (words 2) · official capture 2 · the paper 2

Decision on the photo: 2, 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

Qwen3.8 · pre-registered run

Other runs (2)

Gemma · pre-registered run Gemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 83.0 s, $0.000539.

Field	Digits	Words
Unused ballots section 2 row 1: the printed label read is not the one expected here	178	178	!
Voters on the list section 3	259	259	✓
Representatives who voted section 4	6	6	✓
Voters + representatives section 5	265	265	✓
Ballots taken from the boxes section 7	265	265	✓
Option 01	98	98	✓
Option 02	13	13	✓
Option 03 row 8: the printed label read is not the one expected here	2	2	!
Option 04 row 9: the printed label read is not the one expected here	13	13	!
Option 05	5	5	✓
Option 06	21	21	✓
Option 07	88	88	✓
Option 08 row 13: the printed label read is not the one expected here	7	7	!
Option 09	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	11	11	!
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	6	6	✓
TOTAL section 6	265	265	✓

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