Try it / tally sheet

162776C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 140.5 s, $0.000660stored read

Rows sum to 337, TOTAL says 331: 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 11 digits 6, words 0; 1 row label not where expected; rows sum to TOTAL (337 vs 331); votaron + representantes = section 5 (143 vs 400) …

The paper's own checks

✕ rows sum to TOTAL 337 ≠ 331

✕ votaron + representantes = section 5 143 ≠ 400

✕ section 5 = section 7 400 ≠ 344

✕ section 7 = TOTAL 344 ≠ 331

✕ words = digits on every field 22 of 23

Checked against the official capture

Ballots taken from the boxes

Gemma read 344 (words 344) · official capture 331 · the paper 344

Decision on the photo: 344, the official capture does not match 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)

Separately: the official capture was wrong here

The official typed record (PREP), not Gemma's read

Ballots taken from the boxes: the official capture keyed 331; the paper says 344.

This compares the official typed record with the paper, not Gemma's read.

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 140.5 s, $0.000660.

Field	Digits	Words
Unused ballots section 2	256	256	✓
Voters on the list section 3	137	137	✓
Representatives who voted section 4	6	6	✓
Voters + representatives section 5	400	400	✓
Ballots taken from the boxes section 7	344	344	✓
Option 01	69	69	✓
Option 02	34	34	✓
Option 03	8	8	✓
Option 04	19	19	✓
Option 05	13	13	✓
Option 06	54	54	✓
Option 07	104	104	✓
Option 08	10	10	✓
Option 09	5	5	✓
Option 10	0	0	✓
Option 11	6	0	!
Option 12 row 17: the printed label read is not the one expected here	10	10	!
Option 13	3	3	✓
Option 14	0	0	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	0	0	✓
TOTAL section 6	331	331	✓

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