Try it / tally sheet

070144C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 125.9 s, $0.000122stored 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 08 not read (blank or faint); Option 09 not read (blank or faint); Option 10 not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 400 = 400

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✓ words = digits on every field 23 of 23

Routed to a person

Option 11

Gemma read 2 (words 2) · official capture 2 · the paper 2

Decision on the photo: 2, Gemma misread it; the official capture matches 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)

Routed to a person

Option 12

Gemma read 17 (words 17) · official capture Sin dato · the paper blank

Decision on the photo: blank, Gemma misread it; the official capture matches the paper. 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

Gemma · pre-registered run

Other runs (3)

Gemma · pre-registered run Qwen3.8 · pre-registered run Qwen3.8 · pre-registered run

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 125.9 s, $0.000122.

Field	Digits	Words
Unused ballots section 2	294	294	✓
Voters on the list section 3	400	400	✓
Representatives who voted section 4	0	—	✓
Voters + representatives section 5	400	400	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	3	3	✓
Option 02	37	37	✓
Option 03	3	3	✓
Option 04	20	20	✓
Option 05	60	60	✓
Option 06	60	60	✓
Option 07	180	180	✓
Option 08	—	—	!
Option 09	—	—	!
Option 10	—	—	!
Option 11 row 16: the printed label read is not the one expected here	2	2	!
Option 12 row 17: the printed label read is not the one expected here	17	17	!
Option 13	—	—	!
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	2	2	!
Unregistered candidates row 21: the printed label read is not the one expected here	14	14	!
Null votes row 22: the printed label read is not the one expected here	399	399	!
TOTAL section 6	—	—	!

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