Try it / tally sheet

155191C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 142.1 s, $0.000708stored read

Section 7 says 188, TOTAL says 488: 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: 8 row labels not where expected; section 7 = TOTAL (188 vs 488)

The paper's own checks

✓ rows sum to TOTAL 488 = 488

✓ votaron + representantes = section 5 188 = 188

✓ section 5 = section 7 188 = 188

✕ section 7 = TOTAL 188 ≠ 488

✓ words = digits on every field 23 of 23

Routed to a person

Voters on the list

Gemma read 185 (words 185) · official capture 185 · the paper 185/485?

Decision on the photo: 185/485?, 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)

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 142.1 s, $0.000708.

Field	Digits	Words
Unused ballots section 2 row 1: the printed label read is not the one expected here	159	159	!
Voters on the list section 3	185	185	✓
Representatives who voted section 4	3	3	✓
Voters + representatives section 5	188	188	✓
Ballots taken from the boxes section 7	188	188	✓
Option 01	94	94	✓
Option 02 row 7: the printed label read is not the one expected here	132	132	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	16	16	✓
Option 05	12	12	✓
Option 06 row 11: the printed label read is not the one expected here	55	55	!
Option 07	142	142	✓
Option 08 row 13: the printed label read is not the one expected here	11	11	!
Option 09 row 14: the printed label read is not the one expected here	2	2	!
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	0	0	!
Option 12	10	10	✓
Option 13	0	0	✓
Option 14	2	2	✓
Option 15	2	2	✓
Unregistered candidates	1	1	✓
Null votes	7	7	✓
TOTAL section 6	488	488	✓

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