Try it / tally sheet

131374C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 32.4 s, $0.000125stored read

Rows sum to 517, TOTAL says 438: 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: Ballots taken from the boxes not read (blank or faint); Option 02 digits 27, words 20; Option 03 digits 1, words 0; Option 08 digits 1, words 0 …

The paper's own checks

✕ rows sum to TOTAL 517 ≠ 438

✓ votaron + representantes = section 5 438 = 438

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 19 of 23

Routed to a person

Option 02

Gemma read 27 (words 20) · official capture 21 · the paper 21

Decision on the photo: 21, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.

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

receipt (JSON)

Routed to a person

Option 09

Gemma read 80 (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)

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 32.4 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	294	294	✓
Voters on the list section 3	436	436	✓
Representatives who voted section 4	2	2	✓
Voters + representatives section 5	438	438	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	25	25	✓
Option 02	27	20	!
Option 03	1	0	!
Option 04 row 9: the printed label read is not the one expected here	40	40	!
Option 05	58	58	✓
Option 06	51	51	✓
Option 07	212	212	✓
Option 08	1	0	!
Option 09	80	0	!
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	9	—	!
Option 13 row 18: the printed label read is not the one expected here	1	1	!
Option 14 row 19: the printed label read is not the one expected here	5	5	!
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	5	5	✓
TOTAL section 6	438	438	✓

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