Try it / tally sheet

321139B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 35.2 s, $0.000125stored read

Section 5 says 464, section 7 says 467: 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: Representatives who voted not read (blank or faint); TOTAL not read (blank or faint); section 5 = section 7 (464 vs 467)

The paper's own checks

– rows sum to TOTAL not checkable

– votaron + representantes = section 5 not checkable

✕ section 5 = section 7 464 ≠ 467

– section 7 = TOTAL not checkable

✓ words = digits on every field 23 of 23

Routed to a person

Representatives who voted

Gemma read blank · official capture 0 · the paper 0

Decision on the photo: 0, 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 35.2 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	469	—	✓
Voters on the list section 3	464	464	✓
Representatives who voted section 4	—	—	!
Voters + representatives section 5	464	—	✓
Ballots taken from the boxes section 7	467	—	✓
Option 01	6	6	✓
Option 02	166	166	✓
Option 03	5	5	✓
Option 04	11	11	✓
Option 05	14	14	✓
Option 06	39	39	✓
Option 07	190	190	✓
Option 08	4	4	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	2	2	✓
Option 13	1	1	✓
Option 14	0	0	✓
Option 15	3	3	✓
Unregistered candidates	0	0	✓
Null votes	22	22	✓
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