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17 radius-aware kill examples: context determines blast radius

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Radius scales with intent:
- "the zombie" → limit=1,sort=nearest,distance=..10 (surgical, risk 3)
- "all zombies near me" → distance=..30 (area clear, risk 3)
- "everything in the area" → distance=..100 (large, risk 2)
- "every mob everywhere" → no distance cap (risk 1, refuses by default)

Context-aware radius:
- "attacking me" → 15 (melee range)
- "shooting at me" → 20 (bow range)
- "this building" → 25 (structure)
- "whole city" → 500 (massive)
- "the farm" → 30 + specific animal types

Seed dataset: 2,503 examples

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Seth Freiberg
2026-03-20 21:27:20 -04:00
parent 634f0137bb
commit a03c0a8087
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data/processed/seed_dataset.jsonl
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@@ -2484,3 +2484,20 @@
{"id": "entity-target-007", "source": "manual", "category": "info", "input": {"user_message": "sudo what mobs are around me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Requires world.nearby_entities tool. Lists all entities within radius with types and positions.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "entity-target-008", "source": "manual", "category": "info", "input": {"user_message": "sudo is there a creeper nearby", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Entity detection query. Use world.nearby_entities to check. Cannot determine from commands.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "entity-target-009", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo target the closest enemy", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Closest enemy = nearest non-player entity within 15 blocks. limit=1,sort=nearest.", "commands": ["kill @e[type=!minecraft:player,limit=1,sort=nearest,distance=..15]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-000", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill the zombie", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "THE zombie = nearest, small radius 10. Surgical targeting.", "commands": ["kill @e[type=minecraft:zombie,limit=1,sort=nearest,distance=..10]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-001", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill this skeleton", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "This = right here, very close. Radius 8.", "commands": ["kill @e[type=minecraft:skeleton,limit=1,sort=nearest,distance=..8]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-002", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo get rid of that creeper", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "That = nearby but maybe not touching. Radius 12.", "commands": ["kill @e[type=minecraft:creeper,limit=1,sort=nearest,distance=..12]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-003", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill all zombies near me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Near me = 30 block radius. Clears immediate area.", "commands": ["kill @e[type=minecraft:zombie,distance=..30]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-004", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo clear the mobs around me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Around me = 30-50 blocks. Medium area clear.", "commands": ["kill @e[type=!minecraft:player,distance=..40]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-005", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill all hostile mobs nearby", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Nearby hostiles = 30 block radius. Multiple kill commands for each type since @e type selector doesnt support OR.", "commands": ["kill @e[type=minecraft:zombie,distance=..30]", "kill @e[type=minecraft:skeleton,distance=..30]", "kill @e[type=minecraft:creeper,distance=..30]", "kill @e[type=minecraft:spider,distance=..30]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-006", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill everything in the area", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "The area = large, 100 blocks. Risk 2 — may kill animals and passive mobs too.", "commands": ["kill @e[type=!minecraft:player,distance=..100]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 2}}
{"id": "kill-radius-007", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo purge all mobs in a large radius", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Large radius = 200 blocks. Significant area. Risk 2.", "commands": ["kill @e[type=!minecraft:player,distance=..200]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 2}}
{"id": "kill-radius-008", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo clear all entities around the base", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Around the base = 100-200 blocks. Risk 2.", "commands": ["kill @e[type=!minecraft:player,distance=..150]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 2}}
{"id": "kill-radius-009", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill every mob everywhere", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Everywhere = no distance cap. Kills all non-player entities in all loaded chunks. Risk 1 — massive impact.", "commands": ["kill @e[type=!minecraft:player]"], "safety_flags": ["affects_all_players"]}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 1}}
{"id": "kill-radius-010", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill all entities on the server", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "All entities on server = no distance limit. Risk 1. Includes animals, villagers, armor stands, everything non-player.", "commands": ["kill @e[type=!minecraft:player]"], "safety_flags": ["affects_all_players"]}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 1}}
{"id": "kill-radius-011", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo nuke all mobs", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Nuke = destroy everything. No distance cap. Risk 1.", "commands": ["kill @e[type=!minecraft:player]"], "safety_flags": ["affects_all_players"]}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 1}}
{"id": "kill-radius-012", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill the zombies attacking me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Attacking me = within melee range, 10-15 blocks. Urgent, small radius.", "commands": ["kill @e[type=minecraft:zombie,distance=..15]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-013", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill the skeletons shooting at me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Shooting at me = bow range, 16-20 blocks.", "commands": ["kill @e[type=minecraft:skeleton,distance=..20]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-014", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo clear mobs from this building", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "This building = enclosed space, 20-30 blocks covers most structures.", "commands": ["kill @e[type=!minecraft:player,distance=..25]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}
{"id": "kill-radius-015", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo kill mobs in the whole city", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Whole city = very large area, 300-500 blocks. Risk 2.", "commands": ["kill @e[type=!minecraft:player,distance=..500]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 2}}
{"id": "kill-radius-016", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo remove all animals from the farm", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Farm = localized area 20-40 blocks. Target specific animal types.", "commands": ["kill @e[type=minecraft:cow,distance=..30]", "kill @e[type=minecraft:pig,distance=..30]", "kill @e[type=minecraft:sheep,distance=..30]", "kill @e[type=minecraft:chicken,distance=..30]"], "safety_flags": []}, "metadata": {"difficulty": "medium", "validated": true, "risk_level": 3}}