Two Hands
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080305B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 270.5 s, $0.001069stored 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 080305B0100

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
Checked against the official capture

Option 02

Masked crop of Option 02 on form 080305B0100

Gemma read blank · official capture Ilegible · the paper 15

Decision on the photo: 15, 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)
Evolus case for this sheet
Evolus case

Paper form intake, run on Evolus

routed

Routed: section 5 = section 7 (275 vs 274)

Case a03e5f4a21d4 · 2026-10-15T09:41:32+00:00 · workflow run f61d4b9b-7cc8-f111-bf5b-000d3aae6dc8: Completed · open the workspace

EN Check the paper values for “Voters + representatives” and “Ballots taken from the boxes.” The form was routed because those sections do not match, so verify the page numbers without assuming which one is correct.
ES Verifica los valores en papel de «Votantes + representantes» y «Papeletas extraídas de las urnas». El formulario se derivó porque esas secciones no coinciden, así que verifica los números de página sin asumir cuál de ellos es correcto.
Drafted by workflow 'Review hand-off' (Intake clerk on the AMD-hosted model + AI Tool translate).
  1. ok primary read (our app) local gate on the measured read
    Routed: section 5 = section 7 (275 vs 274)
  2. skipped document extractor
    no extractor schema yet (creating it needs a User API key; see docs/EVOLUS.md)
  3. ok workflow: review hand-off POST /api/v1/workflows/{workflowId}/execute
    execution f61d4b9b-7cc8-f111-bf5b-000d3aae6dc8
  4. ok workflow: status GET /api/v1/workflows/{workflowId}/executions/{executionId}
    Completed after 4 polls
  5. ok workflow step: Draft the review task (Intake clerk)
    done, 20940 ms
  6. ok workflow step: Translate the task to Spanish
    done, 1465 ms
  7. ok workflow step: Assemble the review task
    done
  8. ok workflow step: Review task (output)
    done

Separately: the official capture was wrong here

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

Option 02: the official capture keyed Ilegible; the paper says 15 (certified count 15).

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 (2)
Gemma · pre-registered runGemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 270.5 s, $0.001069.

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 — — !
Option 02 — — !
Option 03 — — !
Option 04 — — !
Option 05 — — !
Option 06 — — !
Option 07 — — !
Option 08 — — !
Option 09 — — !
Option 10 — — !
Option 11 — — !
Option 12 — — !
Option 13 — — !
Option 14 — — !
Option 15 — — !
Unregistered candidates — — !
Null votes — — !
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