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010474B0100

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

Measured on AMD: Gemma-4-31B-IT, 2026-10-14, 39.7 s, $0.000118stored read

!
Rows sum to 413, TOTAL says 423: 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 010474B0100

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: Unused ballots digits 271, words 277; Option 02 digits 130, words 100; rows sum to TOTAL (413 vs 423); votaron + representantes = section 5 (423 vs 700) …

The paper's own checks

✕ rows sum to TOTAL 413 ≠ 423
✕ votaron + representantes = section 5 423 ≠ 700
✕ section 5 = section 7 700 ≠ 423
✓ section 7 = TOTAL 423 = 423
✕ words = digits on every field 21 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 (1)

Gemma-4-31B-IT, page + 4 tiles. sourceresults/pilot/tally-witness/results_v2/gemma__*.json This read predates the row-label check; labels are checked on newer reads. Read in 39.7 s, $0.000118.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
271 277 277 !
Voters on the list
section 3
423 423 423 ✓
Representatives who voted
section 4
0 0 0 ✓
Voters + representatives
section 5
700 700 ✓
Ballots taken from the boxes
section 7
423 423 423 ✓
Option 01 55 55 55 55 ✓
Option 02 130 100 130 129 !
Option 03 3 3 3 3 ✓
Option 04 27 27 27 27 ✓
Option 05 9 9 9 0 ✓
Option 06 17 17 17 17 ✓
Option 07 165 165 165 164 ✓
Option 08 1 1 1 1 ✓
Option 09 0 0 0 2 ✓
Option 10 0 0 0 0 ✓
Option 11 0 0 0 0 ✓
Option 12 4 4 4 4 ✓
Option 13 1 1 1 1 ✓
Option 14 0 0 0 0 ✓
Option 15 1 1 1 1 ✓
Unregistered candidates 0 0 0 0 ✓
Null votes 0 0 0 8 ✓
TOTAL
section 6
423 — 423 412 ✓

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 1 of 22 fields; after eye-checking, 1.

Now on 300 sheets: the sample audit