Try it / tally sheet

093831B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 265.6 s, $0.000276stored read

Rows sum to 313, TOTAL 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: 2 row labels not where expected; rows sum to TOTAL (313 vs 383); section 7 = TOTAL (388 vs 383)

The paper's own checks

✕ rows sum to TOTAL 313 ≠ 383

✓ votaron + representantes = section 5 388 = 388

✓ section 5 = section 7 388 = 388

✕ section 7 = TOTAL 388 ≠ 383

✓ words = digits on every field 23 of 23

Routed to a person

Option 11

Gemma read 0 (words 0) · official capture Ilegible · the paper 0/4?

Decision on the photo: 0/4?, the paper itself is ambiguous. 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 12

Gemma read 12 (words 12) · official capture Ilegible · the paper 12

Decision on the photo: 12, neither 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)

Checked against the official capture

Unregistered candidates

Gemma read 0 (words 0) · official capture Ilegible · the paper 0

Decision on the photo: 0, the official capture does not match 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)

Checked against the official capture

Null votes

Gemma read 9 (words 9) · official capture Ilegible · the paper 9

Decision on the photo: 9, the official capture does not match 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)

Checked against the official capture

Option 03

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

Decision on the photo: 7, the official capture does not match 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)

Checked against the official capture

Option 04

Gemma read 11 (words 11) · official capture Ilegible · the paper 11

Decision on the photo: 11, the official capture does not match 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)

Checked against the official capture

Option 05

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

Decision on the photo: 8, the official capture does not match 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)

Checked against the official capture

Option 06

Gemma read 39 (words 39) · official capture Ilegible · the paper 39

Decision on the photo: 39, the official capture does not match 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)

Checked against the official capture

Option 07

Gemma read 129 (words 129) · official capture Ilegible · the paper 199

Decision on the photo: 199, the official capture does not match 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)

Checked against the official capture

Option 08

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

Decision on the photo: 7, the official capture does not match 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)

Checked against the official capture

Option 09

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

Decision on the photo: 1, the official capture does not match 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)

Checked against the official capture

Option 10

Gemma read 0 (words 0) · official capture Ilegible · the paper 0

Decision on the photo: 0, the official capture does not match 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)

Checked against the official capture

Option 13

Gemma read 2 (words 2) · official capture Ilegible · the paper 2

Decision on the photo: 2, the official capture does not match 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)

Checked against the official capture

Option 14

Gemma read 2 (words 2) · official capture Ilegible · the paper 2

Decision on the photo: 2, the official capture does not match 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)

Checked against the official capture

Option 15

Gemma read 5 (words 5) · official capture Ilegible · the paper 5

Decision on the photo: 5, the official capture does not match 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)

Checked against the official capture

Ballots taken from the boxes

Gemma read 388 (words 388) · official capture Ilegible · the paper 388

Decision on the photo: 388, the official capture does not match 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)

Checked against the official capture

TOTAL

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

Decision on the photo: 383, the official capture does not match 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)

Separately: the official capture was wrong here

The official typed record (PREP), not Gemma's read

Option 06: the official capture keyed Ilegible; the paper says 39 (certified count 39).

Option 07: the official capture keyed Ilegible; the paper says 199.

Unregistered candidates: the official capture keyed Ilegible; the paper says 0 (certified count 0).

Null votes: the official capture keyed Ilegible; the paper says 9.

Option 10: the official capture keyed Ilegible; the paper says 0 (certified count 0).

Option 09: the official capture keyed Ilegible; the paper says 1 (certified count 1).

Option 08: the official capture keyed Ilegible; the paper says 7 (certified count 7).

Option 03: the official capture keyed Ilegible; the paper says 7 (certified count 7).

Option 05: the official capture keyed Ilegible; the paper says 8 (certified count 8).

Option 15: the official capture keyed Ilegible; the paper says 5 (certified count 5).

Option 04: the official capture keyed Ilegible; the paper says 11 (certified count 11).

Option 14: the official capture keyed Ilegible; the paper says 2 (certified count 2).

Option 13: the official capture keyed Ilegible; the paper says 2 (certified count 2).

Ballots taken from the boxes: the official capture keyed Ilegible; the paper says 388.

TOTAL: the official capture keyed Ilegible; the paper says 383 (certified count 383).

This compares the official typed record with the paper, not Gemma's read.

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

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

Qwen3.8 · pre-registered run

Other runs (3)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 265.6 s, $0.000276.

Field	Digits	Words
Unused ballots section 2	234	234	✓
Voters on the list section 3	384	384	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	388	388	✓
Ballots taken from the boxes section 7	388	388	✓
Option 01	63	63	✓
Option 02 row 7: the printed label read is not the one expected here	18	18	!
Option 03	7	7	✓
Option 04	11	11	✓
Option 05	8	8	✓
Option 06 row 11: the printed label read is not the one expected here	39	39	!
Option 07	129	129	✓
Option 08	7	7	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	12	12	✓
Option 13	2	2	✓
Option 14	2	2	✓
Option 15	5	5	✓
Unregistered candidates	0	0	✓
Null votes	9	9	✓
TOTAL section 6	383	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