Try it / tally sheet

241002B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 186.8 s, $0.000873stored read

Rows sum to 341, TOTAL says 333: 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: Voters on the list digits 336, words 333; Unregistered candidates digits 6, words 0; 2 row labels not where expected; rows sum to TOTAL (341 vs 333) …

The paper's own checks

✕ rows sum to TOTAL 341 ≠ 333

✕ votaron + representantes = section 5 336 ≠ 1

✕ section 5 = section 7 1 ≠ 334

✕ section 7 = TOTAL 334 ≠ 333

✕ words = digits on every field 21 of 23

Routed to a person

Voters on the list

Gemma read 336 (words 333) · official capture 333 · the paper 333/336

Decision on the photo: 333/336, 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 (2)

Gemma · pre-registered run Gemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 186.8 s, $0.000873.

Field	Digits	Words
Unused ballots section 2	155	155	✓
Voters on the list section 3	336	333	!
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	1	1	✓
Ballots taken from the boxes section 7	334	334	✓
Option 01	167	167	✓
Option 02	40	40	✓
Option 03	5	5	✓
Option 04	18	18	✓
Option 05	0	0	✓
Option 06 row 11: the printed label read is not the one expected here	21	21	!
Option 07	56	56	✓
Option 08	13	13	✓
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10	2	2	✓
Option 11	0	0	✓
Option 12	2	2	✓
Option 13	1	1	✓
Option 14	1	1	✓
Option 15	2	2	✓
Unregistered candidates	6	0	!
Null votes	7	7	✓
TOTAL section 6	333	333	✓

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