Try it / tally sheet

162478C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 236.9 s, $0.000454stored read

Ballots taken from the boxes: not read: blank or too faint on the page: 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: Ballots taken from the boxes not read (blank or faint); 3 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 387 = 387

✓ votaron + representantes = section 5 384 = 384

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✓ 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 (2)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 236.9 s, $0.000454.

Field	Digits	Words
Unused ballots section 2	393	393	✓
Voters on the list section 3	380	380	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	384	384	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	97	97	✓
Option 02	15	15	✓
Option 03	3	3	✓
Option 04	19	19	✓
Option 05	33	33	✓
Option 06	41	41	✓
Option 07	132	132	✓
Option 08	10	10	✓
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	15	15	!
Option 13	2	2	✓
Option 14 row 19: the printed label read is not the one expected here	3	3	!
Option 15 row 20: the printed label read is not the one expected here	4	4	!
Unregistered candidates	0	0	✓
Null votes	12	12	✓
TOTAL section 6	387	387	✓

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