Try it / tally sheet

155673C0300

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 189.6 s, $0.000755stored read

Rows sum to 374, TOTAL says 344: 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: 10 row labels not where expected; rows sum to TOTAL (374 vs 344)

The paper's own checks

✕ rows sum to TOTAL 374 ≠ 344

✓ votaron + representantes = section 5 344 = 344

✓ section 5 = section 7 344 = 344

✓ section 7 = TOTAL 344 = 344

✓ words = digits on every field 23 of 23

Routed to a person

Voters on the list

Gemma read 344 (words 344) · official capture 164 · the paper None

Decision on the photo: None, the field cannot be read on the photo. Confirmed by a person, blind, from the photo.

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

Qwen3.8 · pre-registered run

Other runs (3)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 189.6 s, $0.000755.

Field	Digits	Words
Unused ballots section 2	232	232	✓
Voters on the list section 3	344	344	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	344	344	✓
Ballots taken from the boxes section 7	344	344	✓
Option 01	30	30	✓
Option 02 row 7: the printed label read is not the one expected here	104	104	!
Option 03	5	5	✓
Option 04	17	17	✓
Option 05	13	13	✓
Option 06 row 11: the printed label read is not the one expected here	38	38	!
Option 07 row 12: the printed label read is not the one expected here	139	139	!
Option 08 row 13: the printed label read is not the one expected here	3	3	!
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10 row 15: the printed label read is not the one expected here	1	1	!
Option 11 row 16: the printed label read is not the one expected here	1	1	!
Option 12 row 17: the printed label read is not the one expected here	12	12	!
Option 13	1	1	✓
Option 14 row 19: the printed label read is not the one expected here	3	3	!
Option 15 row 20: the printed label read is not the one expected here	4	4	!
Unregistered candidates	0	0	✓
Null votes	3	3	✓
TOTAL section 6	344	344	✓

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