Two Hands
Try it / tally sheet

111666B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-15, 79.8 s, $0.000144stored read

!
Voters on the list: 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 111666B0100

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: Voters on the list not read (blank or faint); Ballots taken from the boxes not read (blank or faint); Option 09 not read (blank or faint); Option 10 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

Option 01

Masked crop of Option 01 on form 111666B0100

Gemma read 72 (words 72) · official capture 92 · the paper 92

Decision on the photo: 92, 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 111666B0100

Gemma read 4 (words 4) · official capture 6 · the paper 6

Decision on the photo: 6, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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 111666B0100

Gemma read blank · official capture 0 · the paper 0

Decision on the photo: 0, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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

Option 10

Masked crop of Option 10 on form 111666B0100

Gemma read blank · official capture 0 · the paper 0

Decision on the photo: 0, 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 11

Masked crop of Option 11 on form 111666B0100

Gemma read blank · official capture 0 · the paper 0

Decision on the photo: 0, 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 13

Masked crop of Option 13 on form 111666B0100

Gemma read 10 (words 10) · official capture 1 · the paper 1

Decision on the photo: 1, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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

Option 15

Masked crop of Option 15 on form 111666B0100

Gemma read blank · official capture 0 · the paper 0

Decision on the photo: 0, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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

Representatives who voted

Masked crop of Representatives who voted on form 111666B0100

Gemma read 103 · official capture 3 · the paper 3

Decision on the photo: 3, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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

Unused ballots

Masked crop of Unused ballots on form 111666B0100

Gemma read 123 · official capture 183 · the paper 183

Decision on the photo: 183, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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

Voters on the list

Masked crop of Voters on the list on form 111666B0100

Gemma read blank · official capture 238 · the paper 238

Decision on the photo: 238, Gemma misread it; the official capture matches the paper. Ai adjudicator, from the photo (person check pending).

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 79.8 s, $0.000144.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
123 — ✓
Voters on the list
section 3
— — !
Representatives who voted
section 4
103 — ✓
Voters + representatives
section 5
241 — ✓
Ballots taken from the boxes
section 7
— — !
Option 01 72 72 ✓
Option 02 8 8 ✓
Option 03 7 7 ✓
Option 04 5 5 ✓
Option 05 4 4 ✓
Option 06
row 11: the printed label read is not the one expected here
12 12 !
Option 07 94 94 ✓
Option 08 5 5 ✓
Option 09 — — !
Option 10 — — !
Option 11 — — !
Option 12 4 4 ✓
Option 13 10 10 ✓
Option 14 3 3 ✓
Option 15 — — !
Unregistered candidates 0 — ✓
Null votes 2 2 ✓
TOTAL
section 6
239 239 ✓

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