---
pretty_name: Eleusis Frontier Rules
task_categories:
- reinforcement-learning
- text-generation
tags:
- inductive-reasoning
- agentic-evaluation
- long-horizon
- card-games
---

# Eleusis Frontier Rules

A simple rule dataset for the
[`nph4rd/eleusis`](https://app.primeintellect.ai/dashboard/environments/nph4rd/eleusis)
inductive-reasoning environment.

It contains 1,228 rules from eight rule families:

- `train`: 907 rules
- `validation`: 289 rules
- `test`: 32 rules, with four rules from each family

Each row has exactly four fields:

- `rule_id`: unique rule identifier
- `label`: human-readable rule label
- `family`: semantic rule family
- `code`: executable hidden-rule predicate

Run it with the environment's default settings:

```bash
uv run eval nph4rd/eleusis -m <model>
```