Try it / tally sheet

190150C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 161.8 s, $0.000788stored read

Voters plus representatives give 2, section 5 says 1: 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: 12 row labels not where expected; votaron + representantes = section 5 (2 vs 1); section 5 = section 7 (1 vs 293)

The paper's own checks

✓ rows sum to TOTAL 293 = 293

✕ votaron + representantes = section 5 2 ≠ 1

✕ section 5 = section 7 1 ≠ 293

✓ section 7 = TOTAL 293 = 293

✓ words = digits on every field 23 of 23

Routed to a person

Option 15

Gemma read 1 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, 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 161.8 s, $0.000788.

Field	Digits	Words
Unused ballots section 2	443	443	✓
Voters on the list section 3	1	1	✓
Representatives who voted section 4	1	1	✓
Voters + representatives section 5	1	1	✓
Ballots taken from the boxes section 7	293	293	✓
Option 01	14	14	✓
Option 02 row 7: the printed label read is not the one expected here	21	21	!
Option 03 row 8: the printed label read is not the one expected here	0	0	!
Option 04 row 9: the printed label read is not the one expected here	16	16	!
Option 05	18	18	✓
Option 06 row 11: the printed label read is not the one expected here	37	37	!
Option 07	153	153	✓
Option 08 row 13: the printed label read is not the one expected here	0	0	!
Option 09 row 14: the printed label read is not the one expected here	0	0	!
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	22	22	!
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	2	2	!
Option 15 row 20: the printed label read is not the one expected here	1	1	!
Unregistered candidates	0	0	✓
Null votes	9	9	✓
TOTAL section 6	293	293	✓

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