Try it / tally sheet

251701B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 32.4 s, $0.000125stored read

Rows sum to 460, TOTAL says 301: 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 digits 298, words 208; Option 07 digits 189, words 174; Null votes digits 67, words 76; 5 row labels not where expected …

The paper's own checks

✕ rows sum to TOTAL 460 ≠ 301

✓ votaron + representantes = section 5 301 = 301

✓ section 5 = section 7 301 = 301

✓ section 7 = TOTAL 301 = 301

✕ words = digits on every field 20 of 23

Routed to a person

Null votes

Gemma read 67 (words 76) · official capture Ilegible · the paper 6/7

Decision on the photo: 6/7, 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

Option 01

Gemma read 31 · official capture Ilegible · the paper 31?

Decision on the photo: 31?, 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

Option 06

Gemma read 68 · official capture Ilegible · the paper 8/68

Decision on the photo: 8/68, 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

Option 07

Gemma read 189 (words 174) · official capture Ilegible · the paper 149/189

Decision on the photo: 149/189, 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

Unused ballots

Gemma read 298 (words 208) · official capture 208 · the paper 208

Decision on the photo: 208, 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 (2)

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

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 32.4 s, $0.000125.

Field	Digits	Words
Unused ballots section 2	298	208	!
Voters on the list section 3	300	300	✓
Representatives who voted section 4	1	1	✓
Voters + representatives section 5	301	301	✓
Ballots taken from the boxes section 7	301	—	✓
Option 01	31	—	✓
Option 02 row 7: the printed label read is not the one expected here	62	62	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	17	17	✓
Option 05	6	6	✓
Option 06	68	—	✓
Option 07	189	174	!
Option 08	6	6	✓
Option 09 row 14: the printed label read is not the one expected here	2	2	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	5	5	!
Option 13	0	0	✓
Option 14	3	3	✓
Option 15	3	3	✓
Unregistered candidates	0	0	✓
Null votes	67	76	!
TOTAL section 6	301	301	✓

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