Try it / tally sheet

071709C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 58.8 s, $0.000126stored 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 01 digits 94, words 4; Option 02 digits 31, words 30; 1 row label not where expected

The paper's own checks

✓ rows sum to TOTAL 405 = 405

✓ votaron + representantes = section 5 400 = 400

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 21 of 23

Routed to a person

Option 01

Gemma read 94 (words 4) · official capture 4 · the paper 4/94

Decision on the photo: 4/94, 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)

Routed to a person

Option 02

Gemma read 31 (words 30) · official capture 30 · the paper 30/31

Decision on the photo: 30/31, 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)

Routed to a person

Voters on the list

Gemma read 394 (words 394) · official capture 399 · the paper 399

Decision on the photo: 399, 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 58.8 s, $0.000126.

Field	Digits	Words
Unused ballots section 2	293	293	✓
Voters on the list section 3	394	394	✓
Representatives who voted section 4	6	6	✓
Voters + representatives section 5	400	400	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	94	4	!
Option 02	31	30	!
Option 03	2	2	✓
Option 04	14	14	✓
Option 05	16	16	✓
Option 06	42	42	✓
Option 07	163	163	✓
Option 08	10	10	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	21	21	✓
Option 13 row 18: the printed label read is not the one expected here	1	1	!
Option 14	0	0	✓
Option 15	3	3	✓
Unregistered candidates	0	0	✓
Null votes	8	8	✓
TOTAL section 6	405	405	✓

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