Try it / tally sheet

143067C0300

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 134.8 s, $0.001876stored read

Rows sum to 216, TOTAL says 516: 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: Option 01 digits 118, words 418; 10 row labels not where expected; rows sum to TOTAL (216 vs 516)

The paper's own checks

✕ rows sum to TOTAL 216 ≠ 516

✓ votaron + representantes = section 5 516 = 516

✓ section 5 = section 7 516 = 516

✓ section 7 = TOTAL 516 = 516

✕ words = digits on every field 22 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 134.8 s, $0.001876.

Field	Digits	Words
Unused ballots section 2	156	156	✓
Voters on the list section 3	511	511	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	516	516	✓
Ballots taken from the boxes section 7	516	516	✓
Option 01	118	418	!
Option 02	31	31	✓
Option 03 row 8: the printed label read is not the one expected here	4	4	!
Option 04 row 9: the printed label read is not the one expected here	0	0	!
Option 05	1	1	✓
Option 06 row 11: the printed label read is not the one expected here	6	6	!
Option 07	31	31	✓
Option 08 row 13: the printed label read is not the one expected here	13	13	!
Option 09	3	3	✓
Option 10 row 15: the printed label read is not the one expected here	3	3	!
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	1	1	!
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	1	1	!
Option 15 row 20: the printed label read is not the one expected here	0	0	!
Unregistered candidates	0	0	✓
Null votes	4	4	✓
TOTAL section 6	516	516	✓

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