Two Hands
Try it / tally sheet

253841C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 56.5 s, $0.000146stored read

!
Section 5 says 288, section 7 says 292: 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 253841C0100

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: section 5 = section 7 (288 vs 292)

The paper's own checks

✓ rows sum to TOTAL 292 = 292
✓ votaron + representantes = section 5 288 = 288
✕ section 5 = section 7 288 ≠ 292
✓ section 7 = TOTAL 292 = 292
✓ 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)

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 56.5 s, $0.000146.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
149 149 ✓
Voters on the list
section 3
286 286 ✓
Representatives who voted
section 4
2 2 ✓
Voters + representatives
section 5
288 288 ✓
Ballots taken from the boxes
section 7
292 292 ✓
Option 01 62 62 ✓
Option 02 60 60 ✓
Option 03 5 5 ✓
Option 04 11 11 ✓
Option 05 3 3 ✓
Option 06 26 26 ✓
Option 07 96 96 ✓
Option 08 16 16 ✓
Option 09 4 4 ✓
Option 10 0 0 ✓
Option 11 2 2 ✓
Option 12 6 6 ✓
Option 13 0 0 ✓
Option 14 0 0 ✓
Option 15 0 0 ✓
Unregistered candidates 0 0 ✓
Null votes 1 1 ✓
TOTAL
section 6
292 292 ✓

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