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Try it / tally sheet

111927C0400

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 42.7 s, $0.000146stored read

!
Rows sum to 431, TOTAL 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 111927C0400

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 02 digits 78, words 18; Option 03 digits 7, words 1; 4 row labels not where expected; rows sum to TOTAL (431 vs 365) …

The paper's own checks

✕ rows sum to TOTAL 431 ≠ 365
✓ votaron + representantes = section 5 349 = 349
✕ section 5 = section 7 349 ≠ 352
✕ section 7 = TOTAL 352 ≠ 365
✕ words = digits on every field 21 of 23
Routed to a person

Option 02

Masked crop of Option 02 on form 111927C0400

Gemma read 78 (words 18) · official capture 18 · the paper 18

Decision on the photo: 18, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)
Routed to a person

Option 03

Masked crop of Option 03 on form 111927C0400

Gemma read 7 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)
All fields (23), and other runs of this sheet
Other runs (2)

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 42.7 s, $0.000146.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
302 302 ✓
Voters on the list
section 3
344 344 ✓
Representatives who voted
section 4
5 5 ✓
Voters + representatives
section 5
349 349 ✓
Ballots taken from the boxes
section 7
352 352 ✓
Option 01 103 103 ✓
Option 02 78 18 !
Option 03 7 1 !
Option 04 4 4 ✓
Option 05 7 7 ✓
Option 06 65 65 ✓
Option 07 127 127 ✓
Option 08 5 5 ✓
Option 09 0 0 ✓
Option 10 0 0 ✓
Option 11 12 12 ✓
Option 12
row 17: the printed label read is not the one expected here
0 0 !
Option 13
row 18: the printed label read is not the one expected here
0 0 !
Option 14
row 19: the printed label read is not the one expected here
0 0 !
Option 15
row 20: the printed label read is not the one expected here
2 2 !
Unregistered candidates 0 0 ✓
Null votes 21 21 ✓
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