Try it / tally sheet

153782C0200

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 120.6 s, $0.000549stored read

Unused ballots: digits 271, words 471: 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 271, words 471; 3 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 429 = 429

✓ votaron + representantes = section 5 429 = 429

✓ section 5 = section 7 429 = 429

✓ section 7 = TOTAL 429 = 429

✕ words = digits on every field 22 of 23

Routed to a person

Voters on the list

Gemma read 425 (words 425) · official capture 421 · the paper 421/425

Decision on the photo: 421/425, the paper itself is ambiguous. 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 120.6 s, $0.000549.

Field	Digits	Words
Unused ballots section 2	271	471	!
Voters on the list section 3	425	425	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	429	429	✓
Ballots taken from the boxes section 7	429	429	✓
Option 01	52	52	✓
Option 02	31	31	✓
Option 03	7	7	✓
Option 04	20	20	✓
Option 05	16	16	✓
Option 06	45	45	✓
Option 07	207	207	✓
Option 08	2	2	✓
Option 09	1	1	✓
Option 10	1	1	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	26	26	!
Option 13	0	0	✓
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	3	3	!
Unregistered candidates	0	0	✓
Null votes	15	15	✓
TOTAL section 6	429	429	✓

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