Try it / tally sheet

201201B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 89.0 s, $0.000130stored read

Section 7 says 716, TOTAL says 316: 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: 3 row labels not where expected; section 7 = TOTAL (716 vs 316)

The paper's own checks

✓ rows sum to TOTAL 316 = 316

✓ votaron + representantes = section 5 716 = 716

✓ section 5 = section 7 716 = 716

✕ section 7 = TOTAL 716 ≠ 316

✓ words = digits on every field 23 of 23

Routed to a person

Ballots taken from the boxes

Gemma read 716 (words 716) · official capture 316 · the paper 316

Decision on the photo: 316, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

With the paper's 316, section 7 = TOTAL gives 316 = 316.

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 716 (words 716) · official capture 316 · the paper 316/716

Decision on the photo: 316/716, 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)

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 89.0 s, $0.000130.

Field	Digits	Words
Unused ballots section 2	317	317	✓
Voters on the list section 3	716	716	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	716	716	✓
Ballots taken from the boxes section 7	716	716	✓
Option 01	1	1	✓
Option 02	6	6	✓
Option 03	7	7	✓
Option 04	30	30	✓
Option 05	58	58	✓
Option 06	2	2	✓
Option 07	186	186	✓
Option 08	0	0	✓
Option 09	1	1	✓
Option 10	1	1	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	11	11	!
Option 13	4	4	✓
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	0	0	✓
Null votes	6	6	✓
TOTAL section 6	316	316	✓

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