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170114C0400

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 88.5 s, $0.000146stored read

!
Section 5 says 360, section 7 says 365: 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 170114C0400

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: 1 row label not where expected; section 5 = section 7 (360 vs 365)

The paper's own checks

✓ rows sum to TOTAL 365 = 365
✓ votaron + representantes = section 5 360 = 360
✕ section 5 = section 7 360 ≠ 365
✓ section 7 = TOTAL 365 = 365
✓ 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, pre-registered random run. sourceresults/calls_confirm100_gemma.jsonl Read in 88.5 s, $0.000146.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
309 309 ✓
Voters on the list
section 3
360 360 ✓
Representatives who voted
section 4
0 0 ✓
Voters + representatives
section 5
360 360 ✓
Ballots taken from the boxes
section 7
365 365 ✓
Option 01 39 39 ✓
Option 02 20 20 ✓
Option 03 4 4 ✓
Option 04 19 19 ✓
Option 05 20 20 ✓
Option 06
row 11: the printed label read is not the one expected here
48 48 !
Option 07 167 167 ✓
Option 08 7 7 ✓
Option 09 0 0 ✓
Option 10 0 0 ✓
Option 11 0 0 ✓
Option 12 18 18 ✓
Option 13 3 3 ✓
Option 14 6 6 ✓
Option 15 5 5 ✓
Unregistered candidates 0 0 ✓
Null votes 9 9 ✓
TOTAL
section 6
365 365 ✓

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