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Try it / tally sheet

156044B0100

INE 2024 tally sheet, type 2 phone photo Mexico certified by recount sample: recounted, rows do not sum

Measured on AMD: Gemma-4-31B-IT, 2026-10-14, 22.8 s, $0.000102stored read

!
Rows sum to 280, TOTAL says 281: 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 156044B0100

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: rows sum to TOTAL (280 vs 281); section 5 = section 7 (283 vs 281)

The paper's own checks

✕ rows sum to TOTAL 280 ≠ 281
✓ votaron + representantes = section 5 283 = 283
✕ section 5 = section 7 283 ≠ 281
✓ section 7 = TOTAL 281 = 281
✓ 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

Gemma-4-31B-IT, page + 3 tiles. sourceresults/pilot/tally-witness/results/gemma__*.json This read predates the row-label check; labels are checked on newer reads. Read in 22.8 s, $0.000102.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
268 268 268 ✓
Voters on the list
section 3
281 281 281 ✓
Representatives who voted
section 4
2 2 2 ✓
Voters + representatives
section 5
283 283 ✓
Ballots taken from the boxes
section 7
281 281 281 ✓
Option 01 22 22 22 22 ✓
Option 02 26 26 26 26 ✓
Option 03 1 1 1 2 ✓
Option 04 15 15 15 15 ✓
Option 05 24 24 24 23 ✓
Option 06 22 22 22 22 ✓
Option 07 136 136 136 135 ✓
Option 08 3 3 3 3 ✓
Option 09 1 1 1 1 ✓
Option 10 0 0 0 0 ✓
Option 11 0 0 0 0 ✓
Option 12 14 14 14 14 ✓
Option 13 0 0 0 1 ✓
Option 14 5 5 5 4 ✓
Option 15 4 4 4 4 ✓
Unregistered candidates 0 0 0 1 ✓
Null votes 7 7 7 11 ✓
TOTAL
section 6
281 281 281 284 ✓

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. Against the official capture this read differs on 0 of 22 fields; after eye-checking, 0.

Now on 300 sheets: the sample audit