Try it / tally sheet

302191C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 46.0 s, $0.000146stored read

Rows sum to 309, TOTAL says 249: 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); Voters + representatives not read (blank or faint); Ballots taken from the boxes not read (blank or faint); Option 01 digits 66, words 6 …

The paper's own checks

✕ rows sum to TOTAL 309 ≠ 249

– votaron + representantes = section 5 not checkable

– 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 66 (words 6) · official capture 6 · the paper 6

Decision on the photo: 6, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.

With the paper's 6, rows sum to TOTAL gives 249 = 249.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

Routed to a person

Ballots taken from the boxes

Gemma read blank (words 209) · official capture 249 · the paper 249

Decision on the photo: 249, 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

Unused ballots

Gemma read 201 (words 201) · official capture Ilegible · the paper 274

Decision on the photo: 274, neither 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 207 (words 207) · official capture Ilegible · the paper None

Decision on the photo: None, the field cannot be read on the photo. 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.jsonl Read in 46.0 s, $0.000146.

Field	Digits	Words
Unused ballots section 2	201	201	✓
Voters on the list section 3	207	207	✓
Representatives who voted section 4	—	—	!
Voters + representatives section 5	—	207	!
Ballots taken from the boxes section 7	—	209	!
Option 01	66	6	!
Option 02	8	8	✓
Option 03	3	3	✓
Option 04	16	16	✓
Option 05	19	19	✓
Option 06	7	7	✓
Option 07	154	154	✓
Option 08	3	3	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	1	1	✓
Option 12	13	13	✓
Option 13	1	1	✓
Option 14	3	3	✓
Option 15	4	4	✓
Unregistered candidates	0	0	✓
Null votes	11	11	✓
TOTAL section 6	249	209	!

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