Try it / tally sheet

270971C0400

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 53.0 s, $0.000144stored read

Voters plus representatives give 415, section 5 says 5: 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 03 digits 9, words 2; Option 08 not read (blank or faint); Option 09 not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable

✕ votaron + representantes = section 5 415 ≠ 5

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 22 of 23

Routed to a person

Option 03

Gemma read 9 (words 2) · official capture 2 · the paper 2

Decision on the photo: 2, 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 13

Gemma read 1 (words 1) · official capture Sin dato · the paper blank

Decision on the photo: blank, Gemma misread it; the official capture matches the paper. 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

Option 14

Gemma read blank · official capture 1 · the paper 1

Decision on the photo: 1, 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)

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 53.0 s, $0.000144.

Field	Digits	Words
Unused ballots section 2	225	225	✓
Voters on the list section 3	411	411	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	5	5	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	7	7	✓
Option 02	4	4	✓
Option 03	9	2	!
Option 04	15	15	✓
Option 05	124	124	✓
Option 06	14	14	✓
Option 07	214	214	✓
Option 08	—	—	!
Option 09	—	—	!
Option 10	—	—	!
Option 11	—	—	!
Option 12	7	7	✓
Option 13	1	1	✓
Option 14	—	—	!
Option 15	7	7	✓
Unregistered candidates	—	—	!
Null votes	10	10	✓
TOTAL section 6	402	402	✓

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