Try it / tally sheet

021626B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 818.6 s, $0.000332stored read

Rows sum to 606, TOTAL says 461: 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: Voters on the list not read (blank or faint); Representatives who voted not read (blank or faint); Voters + representatives not read (blank or faint); rows sum to TOTAL (606 vs 461) …

The paper's own checks

✕ rows sum to TOTAL 606 ≠ 461

– votaron + representantes = section 5 not checkable

– section 5 = section 7 not checkable

✕ section 7 = TOTAL 169 ≠ 461

✓ words = digits on every field 23 of 23

Routed to a person

Null votes

Gemma read 1 (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 13 (words 13) · 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 1 (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 18 (words 18) · 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 200 (words 200) · 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 24 (words 24) · 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 121 (words 121) · 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 0) · 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 3 (words 3) · 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 100 (words 100) · 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 169 (words 169) · 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

Qwen3.8 · pre-registered run

Other runs (3)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 818.6 s, $0.000332.

Field	Digits	Words
Unused ballots section 2	4	—	✓
Voters on the list section 3	—	—	!
Representatives who voted section 4	—	—	!
Voters + representatives section 5	—	—	!
Ballots taken from the boxes section 7	169	169	✓
Option 01	10	10	✓
Option 02	13	13	✓
Option 03	1	1	✓
Option 04	18	18	✓
Option 05	200	200	✓
Option 06	24	24	✓
Option 07	121	121	✓
Option 08	0	0	✓
Option 09	0	—	✓
Option 10	0	—	✓
Option 11	0	—	✓
Option 12	115	115	✓
Option 13	0	—	✓
Option 14	3	3	✓
Option 15	100	100	✓
Unregistered candidates	0	—	✓
Null votes	1	1	✓
TOTAL section 6	461	—	✓

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