Try it / tally sheet

161613C0200

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 154.6 s, $0.000769stored read

Voters plus representatives give 4, section 5 says 330: 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: 1 row label not where expected; votaron + representantes = section 5 (4 vs 330)

The paper's own checks

✓ rows sum to TOTAL 330 = 330

✕ votaron + representantes = section 5 4 ≠ 330

✓ section 5 = section 7 330 = 330

✓ section 7 = TOTAL 330 = 330

✓ words = digits on every field 23 of 23

Receipts

Every disputed field of the sample audit of 300 sheets gets a Merkle receipt: its record, the SHA-256 of its crop, and a proof path to one published root. This sheet is not in that sample; see a receipt verified on sheet 122655C0100.

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 154.6 s, $0.000769.

Field	Digits	Words
Unused ballots section 2	322	322	✓
Voters on the list section 3	0	0	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	330	330	✓
Ballots taken from the boxes section 7	330	330	✓
Option 01	19	19	✓
Option 02	29	29	✓
Option 03	5	5	✓
Option 04	22	22	✓
Option 05	19	19	✓
Option 06	75	75	✓
Option 07	120	120	✓
Option 08	4	4	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	11	11	!
Option 13	3	3	✓
Option 14	2	2	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	18	18	✓
TOTAL section 6	330	330	✓

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