Try it / tally sheet

010473C0300

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 133.4 s, $0.002621stored read

Rows sum to 467, TOTAL says 468: 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: rows sum to TOTAL (467 vs 468)

The paper's own checks

✕ rows sum to TOTAL 467 ≠ 468

✓ votaron + representantes = section 5 468 = 468

✓ section 5 = section 7 468 = 468

✓ section 7 = TOTAL 468 = 468

✓ words = digits on every field 23 of 23

Receipts

Every disputed field of the sample audit of 300 sheets gets a Merkle receipt: its record, the SHA-256 of its crop, and a proof path to one published root. This sheet is not in that sample; see a receipt verified on sheet 122655C0100.

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-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 133.4 s, $0.002621.

Field	Digits	Words
Unused ballots section 2	261	261	✓
Voters on the list section 3	466	466	✓
Representatives who voted section 4	2	2	✓
Voters + representatives section 5	468	468	✓
Ballots taken from the boxes section 7	468	468	✓
Option 01	55	55	✓
Option 02	86	86	✓
Option 03	3	3	✓
Option 04	10	10	✓
Option 05	16	16	✓
Option 06	40	40	✓
Option 07	221	221	✓
Option 08	3	3	✓
Option 09	3	3	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	5	5	✓
Option 13	0	0	✓
Option 14	4	4	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	19	19	✓
TOTAL section 6	468	468	✓

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