Try it / tally sheet

071709C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 187.5 s, $0.000668stored read

Rows sum to 525, TOTAL says 405: 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: Ballots taken from the boxes not read (blank or faint); Option 01 digits 94, words 4; Option 02 digits 31, words 30; Option 13 digits 61, words 1 …

The paper's own checks

✕ rows sum to TOTAL 525 ≠ 405

✓ votaron + representantes = section 5 400 = 400

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 19 of 23

Routed to a person

Option 01

Gemma read 94 (words 4) · official capture 4 · the paper 4/94

Decision on the photo: 4/94, 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

Option 02

Gemma read 31 (words 30) · official capture 30 · the paper 30/31

Decision on the photo: 30/31, 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

Voters on the list

Gemma read 394 · official capture 399 · the paper 399

Decision on the photo: 399, 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 187.5 s, $0.000668.

Field	Digits	Words
Unused ballots section 2	293	—	✓
Voters on the list section 3	394	—	✓
Representatives who voted section 4	6	—	✓
Voters + representatives section 5	400	—	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	94	4	!
Option 02	31	30	!
Option 03	2	2	✓
Option 04	14	14	✓
Option 05	16	16	✓
Option 06	42	42	✓
Option 07	163	163	✓
Option 08	10	10	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	21	21	!
Option 13	61	1	!
Option 14 row 19: the printed label read is not the one expected here	0	0	!
Option 15	63	3	!
Unregistered candidates	0	0	✓
Null votes	8	8	✓
TOTAL section 6	405	405	✓

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