Try it / tally sheet

120867B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 871.8 s, $0.000419stored read

Voters plus representatives give 468, section 5 says 408: 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: Voters on the list digits 468, words 408; Option 04 digits 151, words 153; 4 row labels not where expected; votaron + representantes = section 5 (468 vs 408)

The paper's own checks

✓ rows sum to TOTAL 408 = 408

✕ votaron + representantes = section 5 468 ≠ 408

✓ section 5 = section 7 408 = 408

✓ section 7 = TOTAL 408 = 408

✕ words = digits on every field 21 of 23

Routed to a person

Option 04

Gemma read 151 (words 153) · official capture 153 · the paper 153/151

Decision on the photo: 153/151, 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 (2)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 871.8 s, $0.000419.

Field	Digits	Words
Unused ballots section 2	209	209	✓
Voters on the list section 3	468	408	!
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	408	408	✓
Ballots taken from the boxes section 7	408	408	✓
Option 01	42	42	✓
Option 02	2	2	✓
Option 03 row 8: the printed label read is not the one expected here	4	4	!
Option 04	151	153	!
Option 05	17	17	✓
Option 06	13	13	✓
Option 07	155	155	✓
Option 08 row 13: the printed label read is not the one expected here	3	3	!
Option 09	0	0	✓
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	4	4	✓
Option 13	3	3	✓
Option 14	3	3	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	11	11	✓
TOTAL section 6	408	408	✓

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