Try it / tally sheet

021626B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 83.5 s, $0.000143stored read

Unused ballots: not read: blank or too faint on the page: 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 not read (blank or faint); Voters on the list not read (blank or faint); Representatives who voted not read (blank or faint); Voters + representatives not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable

– votaron + representantes = section 5 not checkable

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 17 of 23

Routed to a person

Null votes

Gemma read 0 (words 1) · official capture Ilegible · the paper 1

Decision on the photo: 1, neither 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 02

Gemma read 0 (words 0) · official capture 13 · the paper 13

Decision on the photo: 13, 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 03

Gemma read 0 (words 1) · 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)

Routed to a person

Option 04

Gemma read 0 (words 0) · official capture 18 · the paper 18

Decision on the photo: 18, 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 05

Gemma read 0 (words 0) · official capture 18 · the paper 18

Decision on the photo: 18, 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 06

Gemma read 0 (words 21) · official capture 22 · the paper 28

Decision on the photo: 28, neither 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 07

Gemma read 100 (words 100) · official capture Ilegible · the paper 196

Decision on the photo: 196, neither 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 08

Gemma read 0 (words 1) · official capture Ilegible · the paper 1

Decision on the photo: 1, neither matches 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)

Routed to a person

Option 14

Gemma read 0 (words 0) · official capture Ilegible · the paper 3

Decision on the photo: 3, neither 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 15

Gemma read 0 (words 4) · official capture Ilegible · the paper 4

Decision on the photo: 4, neither 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

Ballots taken from the boxes

Gemma read 9 (words 9) · official capture Ilegible · the paper 309

Decision on the photo: 309, neither 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)

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 83.5 s, $0.000143.

Field	Digits	Words
Unused ballots section 2	—	—	!
Voters on the list section 3	—	—	!
Representatives who voted section 4	—	—	!
Voters + representatives section 5	—	—	!
Ballots taken from the boxes section 7	9	9	✓
Option 01	10	2	!
Option 02	0	0	✓
Option 03	0	1	!
Option 04	0	0	✓
Option 05	0	0	✓
Option 06	0	21	!
Option 07	100	100	✓
Option 08	0	1	!
Option 09	—	—	!
Option 10	—	—	!
Option 11	—	—	!
Option 12	—	—	!
Option 13	—	—	!
Option 14	0	0	✓
Option 15	0	4	!
Unregistered candidates	—	—	!
Null votes	0	1	!
TOTAL section 6	—	—	!

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