Try it / tally sheet

140167C0200

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 77.3 s, $0.000517stored read

Section 5 says 380, section 7 says 384: 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: section 5 = section 7 (380 vs 384)

The paper's own checks

✓ rows sum to TOTAL 384 = 384

✓ votaron + representantes = section 5 380 = 380

✕ section 5 = section 7 380 ≠ 384

✓ section 7 = TOTAL 384 = 384

✓ 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 (2)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 77.3 s, $0.000517.

Field	Digits	Words
Unused ballots section 2	359	359	✓
Voters on the list section 3	375	375	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	380	380	✓
Ballots taken from the boxes section 7	384	384	✓
Option 01	60	60	✓
Option 02	80	80	✓
Option 03	3	3	✓
Option 04	6	6	✓
Option 05	7	7	✓
Option 06	79	79	✓
Option 07	122	122	✓
Option 08	10	10	✓
Option 09	2	2	✓
Option 10	0	0	✓
Option 11	2	2	✓
Option 12	4	4	✓
Option 13	1	1	✓
Option 14	0	0	✓
Option 15	1	1	✓
Unregistered candidates	1	1	✓
Null votes	6	6	✓
TOTAL section 6	384	—	✓

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