Try it / tally sheet

021600C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 114.1 s, $0.000145stored read

Rows sum to 324, TOTAL says 326: 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: Option 01 digits 13, words 15; 7 row labels not where expected; rows sum to TOTAL (324 vs 326); section 5 = section 7 (325 vs 601) …

The paper's own checks

✕ rows sum to TOTAL 324 ≠ 326

✓ votaron + representantes = section 5 325 = 325

✕ section 5 = section 7 325 ≠ 601

✕ section 7 = TOTAL 601 ≠ 326

✕ words = digits on every field 22 of 23

Routed to a person

Option 01

Gemma read 13 (words 15) · official capture 15 · the paper 15

Decision on the photo: 15, Gemma misread it; the official capture matches 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)

Checked against the official capture

Ballots taken from the boxes

Gemma read 601 · official capture 326 · the paper 601

Decision on the photo: 601, the official capture does not match the paper. Confirmed by a person, blind, from the photo.

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

Ballots taken from the boxes: the official capture keyed 326; the paper says 601.

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 (2)

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

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 114.1 s, $0.000145.

Field	Digits	Words
Unused ballots section 2	275	275	✓
Voters on the list section 3	320	320	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	325	325	✓
Ballots taken from the boxes section 7	601	—	✓
Option 01	13	15	!
Option 02 row 7: the printed label read is not the one expected here	10	10	!
Option 03 row 8: the printed label read is not the one expected here	2	2	!
Option 04 row 9: the printed label read is not the one expected here	13	13	!
Option 05	12	12	✓
Option 06 row 11: the printed label read is not the one expected here	37	37	!
Option 07	221	221	✓
Option 08	1	1	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	7	7	!
Option 13	0	0	✓
Option 14 row 19: the printed label read is not the one expected here	0	0	!
Option 15 row 20: the printed label read is not the one expected here	6	6	!
Unregistered candidates	0	0	✓
Null votes	2	2	✓
TOTAL section 6	326	326	✓

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