Try it / tally sheet

152095B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 171.2 s, $0.000709stored read

Rows sum to 462, TOTAL says 468: 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: Null votes digits 0, words 6; rows sum to TOTAL (462 vs 468)

The paper's own checks

✕ rows sum to TOTAL 462 ≠ 468

✓ votaron + representantes = section 5 468 = 468

✓ section 5 = section 7 468 = 468

✓ section 7 = TOTAL 468 = 468

✕ words = digits on every field 22 of 23

Routed to a person

Null votes

Gemma read 0 (words 6) · official capture 6 · the paper 6/0

Decision on the photo: 6/0, 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 171.2 s, $0.000709.

Field	Digits	Words
Unused ballots section 2	309	309	✓
Voters on the list section 3	468	468	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	468	468	✓
Ballots taken from the boxes section 7	468	468	✓
Option 01	38	38	✓
Option 02	48	48	✓
Option 03	4	4	✓
Option 04	28	28	✓
Option 05	16	16	✓
Option 06	72	72	✓
Option 07	226	226	✓
Option 08	10	10	✓
Option 09	2	2	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	11	11	✓
Option 13	0	0	✓
Option 14	6	6	✓
Option 15	1	1	✓
Unregistered candidates	0	0	✓
Null votes	0	6	!
TOTAL section 6	468	—	✓

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