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22 distance scale examples: 1 block to 30 million

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Scale reference baked into training:
- slightly (1-3) → close (5) → nearby (20-30) → far (500) → very far (1000)
- edge of world (29,999,900) → max tp distance
- Vertical: bedrock (-60) → diamond (-59) → sea (63) → clouds (192) → build limit (319)
- Nether 1:8 scale mechanics
- Real world: 1 block = 1 meter, mile = 1609 blocks, marathon = 42195 blocks
- World size: 60M × 60M blocks (surface area of Neptune)
- Chunk = 16 blocks, region = 512 blocks

Seed dataset: 2,476 examples

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Seth Freiberg
2026-03-20 21:23:11 -04:00
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{"id": "distance-scale-000", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me a little bit forward", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "A little bit = 2-5 blocks.", "commands": ["tp slingshooter08 ~ ~ ~3"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-001", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo move me slightly", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Slightly = 1-3 blocks.", "commands": ["tp slingshooter08 ~2 ~ ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-002", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo spawn something right next to me", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Right next to = 1-2 blocks.", "commands": ["summon minecraft:cow ~1 ~ ~1"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-003", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo build a wall a bit away", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "A bit away = 20-30 blocks.", "commands": ["fill ~25 ~ ~-1 ~25 ~4 ~1 minecraft:stone_bricks"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-004", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me across the field", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Across a field = 50-150 blocks.", "commands": ["tp slingshooter08 ~100 ~ ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-005", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo spawn mobs at a distance", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "At a distance = 30-60 blocks. Close enough to see but not aggro immediately.", "commands": ["summon minecraft:zombie ~50 ~ ~50"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-006", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me really far", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Really far = 500-2000 blocks. New chunks, new biome likely.", "commands": ["tp slingshooter08 ~1000 ~ ~1000"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-007", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me to the other side of the map", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Other side of the map = 3000-10000 blocks. Significant distance.", "commands": ["tp slingshooter08 ~5000 ~ ~5000"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-008", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo send me to the edge of the world", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "World border default is 29,999,984 blocks from center. Edge of the world = near the border.", "commands": ["tp slingshooter08 29999900 ~ 0"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-009", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me as far as possible", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Maximum tp distance is just under 30 million blocks (world border limit).", "commands": ["tp slingshooter08 29999900 100 29999900"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-010", "source": "manual", "category": "info", "input": {"user_message": "sudo how big is the minecraft world", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Overworld is 60 million x 60 million blocks (30M in each direction from 0,0). Nether is 8x smaller (3.75M each direction). Height: -64 to 319 (384 blocks). One block = 1 meter. The overworld is roughly the surface area of Neptune.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-011", "source": "manual", "category": "info", "input": {"user_message": "sudo how far is a chunk", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "A chunk is 16x16 blocks. Render distance 10 = 160 blocks visible. A region file covers 32x32 chunks = 512x512 blocks.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-012", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me far in the nether", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Nether is 1:8 scale. 125 blocks in nether = 1000 blocks in overworld. Far in nether is relatively short.", "commands": ["execute in minecraft:the_nether run tp slingshooter08 ~125 ~ ~125"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-013", "source": "manual", "category": "info", "input": {"user_message": "sudo how does nether distance work", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "1 block in nether = 8 blocks in overworld. Building a nether portal at nether coords 100,64,100 links to overworld coords 800,64,800. Travel 125 blocks in nether = 1000 overworld blocks.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-014", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me to build limit", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Build limit is Y=319. Build height range: -64 to 319 (384 blocks total).", "commands": ["tp slingshooter08 ~ 319 ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-015", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me to bedrock", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Bedrock layer is Y=-64 to Y=-60 in overworld. Void starts below -64.", "commands": ["tp slingshooter08 ~ -60 ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-016", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me to diamond level", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Diamonds spawn most at Y=-59 (deepslate layer). Best mining height is Y=-59 to Y=-64.", "commands": ["tp slingshooter08 ~ -59 ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-017", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me to sea level", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Sea level is Y=63. Mountains go up to Y=256+. Caves go down to Y=-64.", "commands": ["tp slingshooter08 ~ 63 ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-018", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me to cloud height", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Clouds render at Y=192. Above mountains, below build limit.", "commands": ["tp slingshooter08 ~ 192 ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-019", "source": "manual", "category": "info", "input": {"user_message": "sudo how deep is the ocean", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "Ocean floor is typically Y=30-45. Deep ocean can go to Y=20. Sea level is Y=63. So oceans are roughly 20-40 blocks deep.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-020", "source": "manual", "category": "command_gen", "input": {"user_message": "sudo tp me a marathon away", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "A marathon is 42,195 meters = 42,195 blocks (1 block = 1 meter).", "commands": ["tp slingshooter08 ~42195 ~ ~"], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}
{"id": "distance-scale-021", "source": "manual", "category": "info", "input": {"user_message": "sudo how far is a mile in minecraft", "server_context": {"server_type": "paper", "version": "1.21.x", "online_players": ["slingshooter08"]}}, "output": {"reasoning": "One mile = 1,609 blocks. One kilometer = 1,000 blocks. Each block is 1 cubic meter.", "commands": [], "safety_flags": []}, "metadata": {"difficulty": "easy", "validated": true, "risk_level": 3}}