Try it / tally sheet

154448C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 149.6 s, $0.002235stored read

Rows sum to 483, TOTAL says 423: 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 09 digits 60, words 0; 3 row labels not where expected; rows sum to TOTAL (483 vs 423); votaron + representantes = section 5 (1023 vs 423)

The paper's own checks

✕ rows sum to TOTAL 483 ≠ 423

✕ votaron + representantes = section 5 1023 ≠ 423

✓ section 5 = section 7 423 = 423

✓ section 7 = TOTAL 423 = 423

✕ words = digits on every field 22 of 23

Routed to a person

Representatives who voted

Gemma read 604 · official capture 4 · the paper 4/804

Decision on the photo: 4/804, 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-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 149.6 s, $0.002235.

Field	Digits	Words
Unused ballots section 2	305	—	✓
Voters on the list section 3	419	—	✓
Representatives who voted section 4	604	—	✓
Voters + representatives section 5	423	—	✓
Ballots taken from the boxes section 7	423	—	✓
Option 01	28	28	✓
Option 02	53	53	✓
Option 03 row 8: the printed label read is not the one expected here	4	4	!
Option 04	29	29	✓
Option 05	12	12	✓
Option 06	73	73	✓
Option 07	201	201	✓
Option 08	4	4	✓
Option 09	60	0	!
Option 10 row 15: the printed label read is not the one expected here	1	1	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	4	4	✓
Option 13	0	0	✓
Option 14	1	1	✓
Option 15	1	1	✓
Unregistered candidates	1	1	✓
Null votes	11	11	✓
TOTAL section 6	423	423	✓

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