Try it / tally sheet

122292C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 124.3 s, $0.000143stored read

Option 12: row 17: the printed label read is not the one expected here: 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: TOTAL not read (blank or faint); 6 row labels not where expected

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 252 = 252

✓ section 5 = section 7 252 = 252

– section 7 = TOTAL not checkable

✓ words = digits on every field 23 of 23

Routed to a person

Unregistered candidates

Gemma read 9 (words 9) · official capture 0 · the paper 0

Decision on the photo: 0, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

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

receipt (JSON)

Routed to a person

Null votes

Gemma read 252 (words 252) · official capture 9 · the paper 9

Decision on the photo: 9, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

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

receipt (JSON)

Routed to a person

TOTAL

Gemma read blank · official capture 252 · the paper 252

Decision on the photo: 252, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

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 124.3 s, $0.000143.

Field	Digits	Words
Unused ballots section 2	365	365	✓
Voters on the list section 3	252	252	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	252	252	✓
Ballots taken from the boxes section 7	252	252	✓
Option 01	8	8	✓
Option 02	17	17	✓
Option 03	12	12	✓
Option 04	25	25	✓
Option 05	15	15	✓
Option 06	3	3	✓
Option 07	139	139	✓
Option 08	3	3	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	21	21	!
Option 13 row 18: the printed label read is not the one expected here	0	0	!
Option 14 row 19: the printed label read is not the one expected here	0	0	!
Option 15 row 20: the printed label read is not the one expected here	0	0	!
Unregistered candidates row 21: the printed label read is not the one expected here	9	9	!
Null votes row 22: the printed label read is not the one expected here	252	252	!
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