Try it / tally sheet

072354B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 116.6 s, $0.000462stored read

Rows sum to 443, TOTAL says 447: 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 02 digits 21, words 24; 1 row label not where expected; rows sum to TOTAL (443 vs 447); section 5 = section 7 (491 vs 447)

The paper's own checks

✕ rows sum to TOTAL 443 ≠ 447

✓ votaron + representantes = section 5 491 = 491

✕ section 5 = section 7 491 ≠ 447

✓ section 7 = TOTAL 447 = 447

✕ words = digits on every field 22 of 23

Routed to a person

Option 02

Gemma read 21 (words 24) · official capture 24 · the paper 24/21

Decision on the photo: 24/21, 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)

Routed to a person

Unused ballots

Gemma read 299 · official capture 249 · the paper 249

Decision on the photo: 249, Gemma misread it; the official capture matches the paper. 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 116.6 s, $0.000462.

Field	Digits	Words
Unused ballots section 2	299	—	✓
Voters on the list section 3	490	—	✓
Representatives who voted section 4	1	—	✓
Voters + representatives section 5	491	—	✓
Ballots taken from the boxes section 7	447	—	✓
Option 01	35	35	✓
Option 02	21	24	!
Option 03	1	1	✓
Option 04	43	43	✓
Option 05	36	36	✓
Option 06 row 11: the printed label read is not the one expected here	45	45	!
Option 07	229	229	✓
Option 08	1	1	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	18	18	✓
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	14	14	✓
TOTAL section 6	447	447	✓

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