Try it / tally sheet

021309B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 263.7 s, $0.000827stored read

Section 5 says 335, section 7 says 320: 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: Unused ballots digits 31, words 431; 2 row labels not where expected; section 5 = section 7 (335 vs 320)

The paper's own checks

✓ rows sum to TOTAL 320 = 320

✓ votaron + representantes = section 5 335 = 335

✕ section 5 = section 7 335 ≠ 320

✓ section 7 = TOTAL 320 = 320

✕ words = digits on every field 22 of 23

Routed to a person

Unused ballots

Gemma read 31 (words 431) · official capture 431 · the paper 431

Decision on the photo: 431, 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

Qwen3.8 · pre-registered run

Other runs (3)

Gemma · pre-registered run Gemma · pre-registered run Qwen3.8 · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 263.7 s, $0.000827.

Field	Digits	Words
Unused ballots section 2	31	431	!
Voters on the list section 3	333	333	✓
Representatives who voted section 4	2	2	✓
Voters + representatives section 5	335	335	✓
Ballots taken from the boxes section 7	320	320	✓
Option 01	19	19	✓
Option 02	9	9	✓
Option 03	1	1	✓
Option 04	14	14	✓
Option 05	14	14	✓
Option 06	31	31	✓
Option 07	204	204	✓
Option 08 rewritten	3	3	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	10	10	!
Option 13	0	0	✓
Option 14	2	2	✓
Option 15 row 20: the printed label read is not the one expected here	5	5	!
Unregistered candidates	0	0	✓
Null votes	7	7	✓
TOTAL section 6	320	320	✓

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