Try it / tally sheet

111927C0400

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 150.0 s, $0.000843stored read

Rows sum to 371, TOTAL says 365: 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: Option 03 digits 7, words 1; 10 row labels not where expected; rows sum to TOTAL (371 vs 365); section 5 = section 7 (349 vs 352) …

The paper's own checks

✕ rows sum to TOTAL 371 ≠ 365

✓ votaron + representantes = section 5 349 = 349

✕ section 5 = section 7 349 ≠ 352

✕ section 7 = TOTAL 352 ≠ 365

✕ words = digits on every field 22 of 23

Routed to a person

Option 02

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 03

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)

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 (2)

Gemma · pre-registered run Gemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 150.0 s, $0.000843.

Field	Digits	Words
Unused ballots section 2	302	302	✓
Voters on the list section 3	344	344	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	349	349	✓
Ballots taken from the boxes section 7	352	352	✓
Option 01	103	103	✓
Option 02	18	18	✓
Option 03	7	1	!
Option 04 row 9: the printed label read is not the one expected here	4	4	!
Option 05	7	7	✓
Option 06 row 11: the printed label read is not the one expected here	65	65	!
Option 07 row 12: the printed label read is not the one expected here	127	127	!
Option 08 row 13: the printed label read is not the one expected here	5	5	!
Option 09	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	12	12	!
Option 12 row 17: the printed label read is not the one expected here	0	0	!
Option 13 row 18: the printed label read is not the one expected here	0	0	!
Option 14 row 19: the printed label read is not the one expected here	0	0	!
Option 15 row 20: the printed label read is not the one expected here	2	2	!
Unregistered candidates	0	0	✓
Null votes	21	21	✓
TOTAL section 6	365	365	✓

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