Try it / tally sheet

140330C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 75.2 s, $0.000123stored read

Section 5 says 385, section 7 says 383: 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.

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); Representatives who voted not read (blank or faint); Option 01 not read (blank or faint); Option 02 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 7 385 ≠ 383

– section 7 = TOTAL not checkable

✓ words = digits on every field 23 of 23

Routed to a person

Unregistered candidates

Gemma read blank (words 0) · 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

Null votes

Gemma read blank (words 14) · official capture 14 · the paper 14

Decision on the photo: 14, Gemma misread it; the official capture matches the paper. Confirmed by a person, blind, from the photo.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

Routed to a person

Option 01

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

Decision on the photo: 10, 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

Gemma read blank (words 28) · official capture 28 · the paper 28

Decision on the photo: 28, 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 03

Gemma read blank (words 5) · 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 04

Gemma read blank (words 16) · official capture 16 · the paper 16

Decision on the photo: 16, 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 05

Gemma read blank (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 06

Gemma read blank (words 69) · official capture 69 · the paper 69

Decision on the photo: 69, 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 07

Gemma read blank (words 210) · official capture 210 · the paper 210

Decision on the photo: 210, 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

Gemma read blank (words 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 09

Gemma read blank (words 0) · 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 10

Gemma read blank (words 0) · 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

Gemma read blank (words 0) · 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 12

Gemma read blank (words 8) · official capture 8 · the paper 8

Decision on the photo: 8, 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

Gemma read blank (words 1) · 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 14

Gemma read blank (words 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 15

Gemma read blank (words 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

Representatives who voted

Gemma read blank · 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

Ballots taken from the boxes

Gemma read 383 · 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

TOTAL

Gemma read blank (words 383) · official capture 383 · the paper 383

Decision on the photo: 383, 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)

Full trace: two real sheets, request to receipt · Source code

All fields (23), and other runs of this sheet

Gemma · pre-registered run

Other runs (2)

Gemma · pre-registered run Qwen3.8 · pre-registered run

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 75.2 s, $0.000123.

Field	Digits	Words
Unused ballots section 2	—	—	!
Voters on the list section 3	384	—	✓
Representatives who voted section 4	—	—	!
Voters + representatives section 5	385	—	✓
Ballots taken from the boxes section 7	383	—	✓
Option 01	—	10	!
Option 02	—	28	!
Option 03	—	5	!
Option 04	—	16	!
Option 05	—	18	!
Option 06	—	69	!
Option 07	—	210	!
Option 08	—	2	!
Option 09	—	0	!
Option 10	—	0	!
Option 11	—	0	!
Option 12	—	8	!
Option 13	—	1	!
Option 14	—	2	!
Option 15	—	2	!
Unregistered candidates	—	0	!
Null votes	—	14	!
TOTAL section 6	—	383	!

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