Try it / tally sheet

156371B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 123.2 s, $0.000148stored read

Rows sum to 427, TOTAL says 421: 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: 9 row labels not where expected; rows sum to TOTAL (427 vs 421); section 5 = section 7 (419 vs 421)

The paper's own checks

✕ rows sum to TOTAL 427 ≠ 421

✓ votaron + representantes = section 5 419 = 419

✕ section 5 = section 7 419 ≠ 421

✓ section 7 = TOTAL 421 = 421

✓ words = digits on every field 23 of 23

Routed to a person

Option 03

Gemma read 6 (words 6) · 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 recount.

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 (3)

Gemma · pre-registered run Qwen3.8 · pre-registered run Qwen3.8 · pre-registered run

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 123.2 s, $0.000148.

Field	Digits	Words
Unused ballots section 2	278	278	✓
Voters on the list section 3	413	413	✓
Representatives who voted section 4	6	6	✓
Voters + representatives section 5	419	419	✓
Ballots taken from the boxes section 7	421	—	✓
Option 01	21	21	✓
Option 02	60	60	✓
Option 03	6	6	✓
Option 04	11	11	✓
Option 05 row 10: the printed label read is not the one expected here	13	13	!
Option 06 row 11: the printed label read is not the one expected here	60	60	!
Option 07 row 12: the printed label read is not the one expected here	210	210	!
Option 08	14	14	✓
Option 09 row 14: the printed label read is not the one expected here	6	6	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12 row 17: the printed label read is not the one expected here	15	15	!
Option 13	0	0	✓
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	5	5	!
Unregistered candidates	0	0	✓
Null votes	5	5	✓
TOTAL section 6	421	421	✓

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