Try it / tally sheet

270844C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 81.3 s, $0.000128stored read

Voters plus representatives give 415, section 5 says 572: 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 digits 66, words 0; Voters + representatives digits 572, words 592; Unregistered candidates digits 0, words 11; Null votes digits 11, words 0 …

The paper's own checks

✓ rows sum to TOTAL 349 = 349

✕ votaron + representantes = section 5 415 ≠ 572

✕ section 5 = section 7 572 ≠ 349

✓ section 7 = TOTAL 349 = 349

✕ words = digits on every field 19 of 23

Routed to a person

Unregistered candidates

Gemma read 0 (words 11) · official capture 0 · the paper 11/0

Decision on the photo: 11/0, 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

Representatives who voted

Gemma read 66 (words 0) · 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)

Routed to a person

Unused ballots

Gemma read 272 · official capture 342 · 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_b4.jsonl Read in 81.3 s, $0.000128.

Field	Digits	Words
Unused ballots section 2	272	—	✓
Voters on the list section 3	349	349	✓
Representatives who voted section 4	66	0	!
Voters + representatives section 5	572	592	!
Ballots taken from the boxes section 7	349	349	✓
Option 01	3	3	✓
Option 02 row 7: the printed label read is not the one expected here	11	11	!
Option 03 row 8: the printed label read is not the one expected here	39	39	!
Option 04	8	8	✓
Option 05	25	25	✓
Option 06	12	12	✓
Option 07	231	231	✓
Option 08	0	0	✓
Option 09 row 14: the printed label read is not the one expected here	1	1	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11	1	1	✓
Option 12	5	5	✓
Option 13	1	1	✓
Option 14	1	1	✓
Option 15	0	0	✓
Unregistered candidates	0	11	!
Null votes	11	0	!
TOTAL section 6	349	349	✓

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