Try it / tally sheet

202005C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 57.8 s, $0.000146stored read

Voters plus representatives give 329, section 5 says 698: 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: votaron + representantes = section 5 (329 vs 698); section 5 = section 7 (698 vs 329)

The paper's own checks

✓ rows sum to TOTAL 329 = 329

✕ votaron + representantes = section 5 329 ≠ 698

✕ section 5 = section 7 698 ≠ 329

✓ section 7 = TOTAL 329 = 329

✓ words = digits on every field 23 of 23

Checked against the official capture

Option 07

Gemma read 75 (words 75) · official capture 15 · the paper 75

Decision on the photo: 75, the official capture does not match the paper. Confirmed by the certified count, by recount.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

Separately: the official capture was wrong here

The official typed record (PREP), not Gemma's read

Option 07: the official capture keyed 15; the paper says 75 (certified count 75).

This compares the official typed record with the paper, not Gemma's read.

Full trace: two real sheets, request to receipt · Source code

All fields (23), and other runs of this sheet

Gemma · pre-registered run

Other runs (3)

Gemma · pre-registered run Qwen3.8 · pre-registered run Qwen3.8 · pre-registered run

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 57.8 s, $0.000146.

Field	Digits	Words
Unused ballots section 2	369	369	✓
Voters on the list section 3	329	329	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	698	698	✓
Ballots taken from the boxes section 7	329	—	✓
Option 01	5	5	✓
Option 02	13	13	✓
Option 03	127	127	✓
Option 04	20	20	✓
Option 05	52	52	✓
Option 06	11	11	✓
Option 07	75	75	✓
Option 08	0	0	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	0	0	✓
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	26	26	✓
TOTAL section 6	329	329	✓

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