Two Hands
Try it / tally sheet

110451C0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 28.2 s, $0.000123stored read

!
Unused ballots: not read: blank or too faint on the page: 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 110451C0100

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 not read (blank or faint); Voters on the list not read (blank or faint); Representatives who voted not read (blank or faint); Voters + representatives not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable
– votaron + representantes = section 5 not checkable
– section 5 = section 7 not checkable
– section 7 = TOTAL not checkable
✓ words = digits on every field 23 of 23
Routed to a person

Null votes

Masked crop of Null votes on form 110451C0100

Gemma read 0 · official capture 6 · the paper 6

Decision on the photo: 6, 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 02

Masked crop of Option 02 on form 110451C0100

Gemma read 213 · official capture 13 · the paper 13

Decision on the photo: 13, 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 110451C0100

Gemma read 93 · official capture 3 · the paper 3

Decision on the photo: 3, 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 05

Masked crop of Option 05 on form 110451C0100

Gemma read 95 · official capture 5 · the paper 5

Decision on the photo: 5, 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 08

Masked crop of Option 08 on form 110451C0100

Gemma read 2 · official capture 7 · the paper 7

Decision on the photo: 7, 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 09

Masked crop of Option 09 on form 110451C0100

Gemma read 2 · official capture 2 · the paper 2

Decision on the photo: 2, 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 12

Masked crop of Option 12 on form 110451C0100

Gemma read 9 · official capture 7 · the paper 7

Decision on the photo: 7, 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_b4.jsonl Read in 28.2 s, $0.000123.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
— — !
Voters on the list
section 3
— — !
Representatives who voted
section 4
— — !
Voters + representatives
section 5
— — !
Ballots taken from the boxes
section 7
— — !
Option 01 106 — ✓
Option 02 213 — ✓
Option 03 93 — ✓
Option 04 11 — ✓
Option 05 95 — ✓
Option 06 32 — ✓
Option 07 119 — ✓
Option 08 2 — ✓
Option 09
row 14: the printed label read is not the one expected here
2 — !
Option 10 0 — ✓
Option 11 0 — ✓
Option 12 9 — ✓
Option 13 1 — ✓
Option 14 1 — ✓
Option 15 3 — ✓
Unregistered candidates 0 — ✓
Null votes 0 — ✓
TOTAL
section 6
— — !

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