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070159C0300

INE 2024 tally sheet, type 2 scanner Chiapas certified by comparison sample: clean control

Measured on AMD: Qwen3.8-27B, 2026-10-14, 97.4 s, $0.000675stored read

!
Rows sum to 993, TOTAL says 393: 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 070159C0300

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 10 digits 600, words 0; rows sum to TOTAL (993 vs 393)

The paper's own checks

✕ rows sum to TOTAL 993 ≠ 393
✓ votaron + representantes = section 5 393 = 393
✓ section 5 = section 7 393 = 393
✓ section 7 = TOTAL 393 = 393
✕ words = digits on every field 22 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)

Qwen3.8-27B, page + 3 tiles. sourceresults/pilot/tally-witness/results/qwen__*.json This read predates the row-label check; labels are checked on newer reads. Read in 97.4 s, $0.000675.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
224 224 224 ✓
Voters on the list
section 3
rewritten
393 393 393 ✓
Representatives who voted
section 4
0 0 0 ✓
Voters + representatives
section 5
393 393 ✓
Ballots taken from the boxes
section 7
393 393 393 ✓
Option 01 3 3 3 3 ✓
Option 02 202 202 202 202 ✓
Option 03 3 3 3 3 ✓
Option 04 20 20 20 20 ✓
Option 05 14 14 14 14 ✓
Option 06 5 5 5 5 ✓
Option 07 rewritten 88 88 88 88 ✓
Option 08 0 0 0 0 ✓
Option 09 0 0 0 0 ✓
Option 10 600 0 0 0 !
Option 11 1 1 1 1 ✓
Option 12 1 1 1 1 ✓
Option 13 2 2 2 2 ✓
Option 14 0 0 0 0 ✓
Option 15 0 0 0 0 ✓
Unregistered candidates 0 0 0 0 ✓
Null votes 54 54 54 54 ✓
TOTAL
section 6
393 393 393 393 ✓

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