license: cc-by-4.0
language:
- en
task_categories:
- text-generation
tags:
- code
- dsl
- business-process
- safety
pretty_name: Aether synthetic SOP-to-program dataset
Aether synthetic SOP-to-program dataset
Pairs of plain-English business procedures (SOPs) and programs in Aether, a small language for checkable business procedures. Each row also carries the owner's policy (safety rules) and the sheet declarations the program may use.
How it was made: a rule-based generator (no language model) builds the SOP, the policy, and the program from the same random choices, so they agree by construction. A row was kept only if its program parses, passes the Aether checker with zero errors, and runs on 3 random mock workspaces with no run error and no monitor violation.
| Split | Rows |
|---|---|
| train | 1649 |
| valid | 125 |
| test | 392 (held-out business types: florist, photostudio, plumbing, vet) |
2166 rows in total, from 10 procedure patterns.
Fields: id, domain, pattern, batch (approval mode), sop, policy, sheets, program.
Trap-style samples (traps_train.jsonl, traps_valid.jsonl; used to train model v0.2): the SOP asks for something the policy forbids or Aether cannot do, and the program does the permitted alternative. These samples were checked for overlap with every benchmark and held-out SOP; see traps_overlap_report.json. They have an extra field, trap. Training on them did not improve held-out trap performance (see the model card).
Limitations: the English is templated, so it is far less varied than real owners' writing. All businesses are invented, and all data in the programs is mock data.