Try it / tally sheet

280078B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 52.5 s, $0.000126stored read

Section 5 says 423, section 7 says 411: 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: 2 row labels not where expected; section 5 = section 7 (423 vs 411)

The paper's own checks

✓ rows sum to TOTAL 411 = 411

✓ votaron + representantes = section 5 423 = 423

✕ section 5 = section 7 423 ≠ 411

✓ section 7 = TOTAL 411 = 411

✓ words = digits on every field 23 of 23

Routed to a person

Representatives who voted

Gemma read 12 (words 12) · official capture 10 · the paper 10

Decision on the photo: 10, 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)

Routed to a person

Voters on the list

Gemma read 411 (words 411) · official capture 401 · the paper 401

Decision on the photo: 401, 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 (2)

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

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 52.5 s, $0.000126.

Field	Digits	Words
Unused ballots section 2	342	342	✓
Voters on the list section 3	411	411	✓
Representatives who voted section 4	12	12	✓
Voters + representatives section 5	423	423	✓
Ballots taken from the boxes section 7	411	411	✓
Option 01	34	34	✓
Option 02	15	15	✓
Option 03	3	3	✓
Option 04	16	16	✓
Option 05	10	10	✓
Option 06 row 11: the printed label read is not the one expected here	42	42	!
Option 07	263	263	✓
Option 08	3	3	✓
Option 09 row 14: the printed label read is not the one expected here	1	1	!
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	10	10	✓
Option 13	0	0	✓
Option 14	1	1	✓
Option 15	3	3	✓
Unregistered candidates	0	0	✓
Null votes	10	10	✓
TOTAL section 6	411	411	✓

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