Try it / tally sheet

142210C0400

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 45.8 s, $0.000125stored read

Rows sum to 347, TOTAL says 335: 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: Representatives who voted not read (blank or faint); Voters + representatives not read (blank or faint); Ballots taken from the boxes digits 74, words 14; Option 08 digits 7, words 1 …

The paper's own checks

✕ rows sum to TOTAL 347 ≠ 335

– votaron + representantes = section 5 not checkable

– section 5 = section 7 not checkable

✕ section 7 = TOTAL 74 ≠ 335

✕ words = digits on every field 20 of 23

Routed to a person

Option 08

Gemma read 7 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, 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 7 (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

Ballots taken from the boxes

Gemma read 74 (words 14) · official capture 14 · the paper 14

Decision on the photo: 14, 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)

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 45.8 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	387	—	✓
Voters on the list section 3	352	—	✓
Representatives who voted section 4	—	—	!
Voters + representatives section 5	—	—	!
Ballots taken from the boxes section 7	74	14	!
Option 01	29	29	✓
Option 02 row 7: the printed label read is not the one expected here	26	26	!
Option 03 row 8: the printed label read is not the one expected here	2	2	!
Option 04	24	24	✓
Option 05	9	9	✓
Option 06	97	97	✓
Option 07	126	126	✓
Option 08	7	1	!
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	13	13	✓
Option 13	2	2	✓
Option 14	7	1	!
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	5	5	✓
TOTAL section 6	335	335	✓

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