Two Hands
Try it / tally sheet

154764C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 63.1 s, $0.000145stored read

!
Rows sum to 445, TOTAL says 448: 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 154764C0200

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: 4 row labels not where expected; rows sum to TOTAL (445 vs 448); votaron + representantes = section 5 (455 vs 448)

The paper's own checks

✕ rows sum to TOTAL 445 ≠ 448
✕ votaron + representantes = section 5 455 ≠ 448
✓ section 5 = section 7 448 = 448
✓ section 7 = TOTAL 448 = 448
✓ 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
Other runs (3)

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma.jsonl Read in 63.1 s, $0.000145.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
309 — ✓
Voters on the list
section 3
448 — ✓
Representatives who voted
section 4
7 — ✓
Voters + representatives
section 5
448 — ✓
Ballots taken from the boxes
section 7
448 — ✓
Option 01 29 29 ✓
Option 02
row 7: the printed label read is not the one expected here
34 34 !
Option 03
row 8: the printed label read is not the one expected here
4 4 !
Option 04 13 13 ✓
Option 05 22 22 ✓
Option 06 45 45 ✓
Option 07 252 252 ✓
Option 08 8 8 ✓
Option 09
row 14: the printed label read is not the one expected here
1 1 !
Option 10
row 15: the printed label read is not the one expected here
0 0 !
Option 11 0 0 ✓
Option 12 19 19 ✓
Option 13 0 0 ✓
Option 14 3 3 ✓
Option 15 3 3 ✓
Unregistered candidates 0 0 ✓
Null votes 12 12 ✓
TOTAL
section 6
448 448 ✓

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