Try it / tally sheet

050815B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 175.2 s, $0.000146stored read

Section 5 says 358, section 7 says 4: 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 (358 vs 4); section 7 = TOTAL (4 vs 358)

The paper's own checks

✓ rows sum to TOTAL 358 = 358

✓ votaron + representantes = section 5 358 = 358

✕ section 5 = section 7 358 ≠ 4

✕ section 7 = TOTAL 4 ≠ 358

✓ words = digits on every field 23 of 23

Checked against the official capture

Option 07

Gemma read 175 (words 175) · official capture 75 · the paper 175

Decision on the photo: 175, the official capture does not match the paper. Confirmed by the certified count, by comparison.

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 75; the paper says 175 (certified count 175).

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 175.2 s, $0.000146.

Field	Digits	Words
Unused ballots section 2	223	223	✓
Voters on the list section 3	355	355	✓
Representatives who voted section 4	3	3	✓
Voters + representatives section 5	358	358	✓
Ballots taken from the boxes section 7	4	4	✓
Option 01	7	7	✓
Option 02	87	87	✓
Option 03	2	2	✓
Option 04	14	14	✓
Option 05	18	18	✓
Option 06	26	26	✓
Option 07	175	175	✓
Option 08	1	1	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	10	10	✓
Option 13	2	2	✓
Option 14	2	2	✓
Option 15	4	4	✓
Unregistered candidates	0	0	✓
Null votes	9	9	✓
TOTAL section 6	358	358	✓

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