Try it / tally sheet

083281B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 586.2 s, $0.000498stored read

Section 5 says 266, section 7 says 264: 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: Option 01 not read (blank or faint); Option 02 not read (blank or faint); Option 03 not read (blank or faint); Option 04 not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 266 = 266

✕ section 5 = section 7 266 ≠ 264

✕ section 7 = TOTAL 264 ≠ 257

✓ words = digits on every field 23 of 23

Routed to a person

Unregistered candidates

Gemma read blank (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, 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

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 586.2 s, $0.000498.

Field	Digits	Words
Unused ballots section 2	320	—	✓
Voters on the list section 3	264	—	✓
Representatives who voted section 4	2	—	✓
Voters + representatives section 5	266	—	✓
Ballots taken from the boxes section 7	264	—	✓
Option 01	—	—	!
Option 02	—	—	!
Option 03	—	—	!
Option 04	—	—	!
Option 05	—	—	!
Option 06 row 11: the printed label read is not the one expected here	32	32	!
Option 07	141	141	✓
Option 08 row 13: the printed label read is not the one expected here	84	84	!
Option 09	—	—	!
Option 10	—	—	!
Option 11	—	—	!
Option 12	—	—	!
Option 13	—	—	!
Option 14	—	—	!
Option 15	—	—	!
Unregistered candidates	—	1	!
Null votes	7	7	✓
TOTAL section 6	257	—	✓

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