Two Hands
Try it / tally sheet

151983B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 97.6 s, $0.002232stored read

!
Section 5 says 496, section 7 says 495: 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.
Privacy-masked page of form 151983B0100

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: 6 row labels not where expected; section 5 = section 7 (496 vs 495)

The paper's own checks

✓ rows sum to TOTAL 495 = 495
✓ votaron + representantes = section 5 496 = 496
✕ section 5 = section 7 496 ≠ 495
✓ section 7 = TOTAL 495 = 495
✓ words = digits on every field 23 of 23
Receipts

Every disputed field of the sample audit of 300 sheets gets a Merkle receipt: its record, the SHA-256 of its crop, and a proof path to one published root. This sheet is not in that sample; see a receipt verified on sheet 122655C0100.

All fields (23), and other runs of this sheet
Other runs (3)

Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 97.6 s, $0.002232.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
180 180 ✓
Voters on the list
section 3
495 495 ✓
Representatives who voted
section 4
1 1 ✓
Voters + representatives
section 5
496 496 ✓
Ballots taken from the boxes
section 7
495 495 ✓
Option 01 7 7 ✓
Option 02 66 66 ✓
Option 03
row 8: the printed label read is not the one expected here
0 0 !
Option 04 44 44 ✓
Option 05 16 16 ✓
Option 06
row 11: the printed label read is not the one expected here
47 47 !
Option 07 290 290 ✓
Option 08
row 13: the printed label read is not the one expected here
2 2 !
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 8 8 ✓
Option 13 4 4 ✓
Option 14 3 3 ✓
Option 15 0 0 ✓
Unregistered candidates 0 0 ✓
Null votes 8 8 ✓
TOTAL
section 6
495 495 ✓

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