Try it / tally sheet

253737B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 172.6 s, $0.000837stored 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); Option 06 digits 15, words 11; Unregistered candidates not read (blank or faint); 8 row labels not where expected

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 178 = 178

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 22 of 23

Checked against the official capture

Ballots taken from the boxes

Gemma read blank · official capture 178 · the paper blank

Decision on the photo: blank, the official capture does not match the paper. Confirmed by a person, blind, from the photo.

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 172.6 s, $0.000837.

Field	Digits	Words
Unused ballots section 2	154	154	✓
Voters on the list section 3	175	175	✓
Representatives who voted section 4	3	3	✓
Voters + representatives section 5	178	178	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	17	17	✓
Option 02 row 7: the printed label read is not the one expected here	43	43	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	9	9	✓
Option 05	0	0	✓
Option 06	15	11	!
Option 07	71	71	✓
Option 08 row 13: the printed label read is not the one expected here	7	7	!
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	6	6	!
Option 13	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	1	1	!
Unregistered candidates	—	—	!
Null votes	6	6	✓
TOTAL section 6	178	—	✓

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