Try it / tally sheet

301477B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 44.1 s, $0.000125stored read

Rows sum to 242, TOTAL says 241: 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: Unused ballots digits 296, words 294; Ballots taken from the boxes not read (blank or faint); 9 row labels not where expected; rows sum to TOTAL (242 vs 241)

The paper's own checks

✕ rows sum to TOTAL 242 ≠ 241

✓ votaron + representantes = section 5 242 = 242

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 22 of 23

Checked against the official capture

Option 07

Gemma read 128 (words 128) · official capture 228 · the paper 128

Decision on the photo: 128, 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 228; the paper says 128 (certified count 128).

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_b4.jsonl Read in 44.1 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	296	294	!
Voters on the list section 3	242	242	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	242	242	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	29	29	✓
Option 02 row 7: the printed label read is not the one expected here	15	15	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	22	22	✓
Option 05	11	11	✓
Option 06 row 11: the printed label read is not the one expected here	16	16	!
Option 07	128	128	✓
Option 08	2	2	✓
Option 09 row 14: the printed label read is not the one expected here	1	1	!
Option 10 row 15: the printed label read is not the one expected here	1	1	!
Option 11 row 16: the printed label read is not the one expected here	1	1	!
Option 12 row 17: the printed label read is not the one expected here	0	0	!
Option 13 row 18: the printed label read is not the one expected here	9	9	!
Option 14	2	2	✓
Option 15 row 20: the printed label read is not the one expected here	0	0	!
Unregistered candidates	0	0	✓
Null votes	4	4	✓
TOTAL section 6	241	241	✓

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