README.md

metadata

license: mit
task_categories:
  - text-generation
language:
  - en
tags:
  - sql
  - mechanistic-interpretability
  - correlated-subquery

cs8-fixed

CS8 fixed dataset — deterministic inner alias assignment, used for circuit analysis and SAE training

Structure

• train.jsonl — 12,000 training examples (20 aliases × 600)
• val.jsonl — 12,000 validation examples (20 aliases × 600)
• alias_vocab.json — 20 aliases with T1/T2 tokenization group labels

Alias Groups

• T1 (single-token): emp, inv, txn, mgr, ord, prod, cust, dept, acct, sale
• T2 (two-token, generic first subtoken): shp, whs, rgn, lne, empl, ordr, catg, budg, schd, srvc

Citation

Inside-Out: A Circuit-Level Analysis of Table-Alias Scoping in Nested SQL Generation