Try it / tally sheet

070470E0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 119.4 s, $0.000125stored read

Rows sum to 417, TOTAL says 420: 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: Ballots taken from the boxes not read (blank or faint); Option 05 digits 183, words 185; Option 07 digits 202, words 203; rows sum to TOTAL (417 vs 420)

The paper's own checks

✕ rows sum to TOTAL 417 ≠ 420

✓ votaron + representantes = section 5 520 = 520

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 21 of 23

Routed to a person

Option 05

Gemma read 183 (words 185) · official capture 185 · the paper 185

Decision on the photo: 185, 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)

Routed to a person

Option 07

Gemma read 202 (words 203) · official capture 203 · the paper 203/202

Decision on the photo: 203/202, the paper itself is ambiguous. Ai adjudicator, from the photo (person check pending).

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

receipt (JSON)

Routed to a person

Representatives who voted

Gemma read 100 (words 100) · official capture Ilegible · the paper 0?

Decision on the photo: 0?, the paper itself is ambiguous. Ai adjudicator, from the photo (person check pending).

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

receipt (JSON)

Checked against the official capture

Voters on the list

Gemma read 420 (words 420) · official capture Ilegible · the paper 420

Decision on the photo: 420, 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

Voters on the list: the official capture keyed Ilegible; the paper says 420.

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 119.4 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	105	105	✓
Voters on the list section 3	420	420	✓
Representatives who voted section 4	100	100	✓
Voters + representatives section 5	520	520	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	12	12	✓
Option 02	4	4	✓
Option 03	3	3	✓
Option 04	1	1	✓
Option 05	183	185	!
Option 06	5	5	✓
Option 07	202	203	!
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	1	1	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	6	6	✓
TOTAL section 6	420	—	✓

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