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value | id stringlengths 26 26 | group_id stringclasses 10
values | split stringclasses 1
value | prompt stringlengths 2.1k 2.12k | prompt_sha256 stringlengths 64 64 | feature_sha256 stringclasses 10
values | valid_codes listlengths 8 8 | valid_code_indices listlengths 8 8 | valid_code_mask_255 listlengths 255 255 | code_to_local_option listlengths 8 8 | target_distribution listlengths 8 8 | acceptable_codes listlengths 1 4 | hard_target_code stringclasses 3
values | utilities listlengths 8 8 | native_relative_advantage float64 0.03 0.46 | label_status stringclasses 2
values | review_status stringclasses 1
value | sample_weight float64 0.25 1 | sampling_weight int64 1 1 | augmentation_index int64 0 2 | token_count int64 724 739 | token_ids_sha256 stringlengths 64 64 |
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neutral-anonymous-v1 | 2d55196350aa4e710982b4f0-0 | 2d55196350aa4e710982b4f0 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":384,"current_needs":[],"energy":{"fee... | fbe070530f13737b908fbf4a8e163600eda78e236acff8c220f927bb8f033f70 | e7769c2a8c3dac8cab9e8ea29029731eda0bad9ef5ea6fd2407bc7fa6206146b | [
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neutral-anonymous-v1 | 2d55196350aa4e710982b4f0-1 | 2d55196350aa4e710982b4f0 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":384,"current_needs":[],"energy":{"fee... | 2d02171818fad685a7d807ea6a6ba5f3e0a5f78481db4220d001f71f3b973b42 | e7769c2a8c3dac8cab9e8ea29029731eda0bad9ef5ea6fd2407bc7fa6206146b | [
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neutral-anonymous-v1 | 2d55196350aa4e710982b4f0-2 | 2d55196350aa4e710982b4f0 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":384,"current_needs":[],"energy":{"fee... | d881a139a85c58d702aef5c9981d8816fb8a590dd816fb068c56d2aa716a7ce4 | e7769c2a8c3dac8cab9e8ea29029731eda0bad9ef5ea6fd2407bc7fa6206146b | [
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neutral-anonymous-v1 | 3389981edeb2e9eeb9f1eb46-0 | 3389981edeb2e9eeb9f1eb46 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":294,"current_needs":[],"energy":{"fee... | b29442b82829ed7fc2eb498c8fccc625dfd9df3ba3742774d41832210e600081 | fc9b5053d5824dc49b6fc535d633d459b28bf3c6efb5248e97bef24287d99a0b | [
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] | 0.118776 | ambiguous | automatic-unreviewed | 0.25 | 1 | 0 | 732 | 1fa6fdb2c76ecc5113eac97fdf0f5624ef0c7c660fafa24527556da91996058f |
neutral-anonymous-v1 | 3389981edeb2e9eeb9f1eb46-1 | 3389981edeb2e9eeb9f1eb46 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":294,"current_needs":[],"energy":{"fee... | 0bef3e34208cd8d0c1e905e5bbe36890897b5eff4d93ecd80c255fa34dae065b | fc9b5053d5824dc49b6fc535d633d459b28bf3c6efb5248e97bef24287d99a0b | [
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] | 0.118776 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 732 | cc707d8c44ae29f0c3e49e8720f15b5bf8ba41c0828ed5eef358c8edc8088099 |
neutral-anonymous-v1 | 3389981edeb2e9eeb9f1eb46-2 | 3389981edeb2e9eeb9f1eb46 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":294,"current_needs":[],"energy":{"fee... | a79bd58430b6032b64a935854bbf42a6799f0da6e74eb7b9fc218fe829b7c137 | fc9b5053d5824dc49b6fc535d633d459b28bf3c6efb5248e97bef24287d99a0b | [
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] | 0.118776 | ambiguous | automatic-unreviewed | 0.25 | 1 | 2 | 732 | c646ce4a5db64e234fad3a775ecaf3d42119e29a869fb37e209c146bd59c73f6 |
neutral-anonymous-v1 | 40374785194152ad3d21f481-0 | 40374785194152ad3d21f481 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":273,"current_needs":[],"energy":{"fee... | b094605cb3cd703bf94efb5b7d396303fd7e63ae3dc6268ec8cde83e324582aa | 9514db9c77a006c6334eed02dbc006b9b55214e150ca5fc18be81953e20e1f01 | [
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] | 0.459301 | clear | automatic-unreviewed | 1 | 1 | 0 | 733 | 5417c44dafc260184155e65cb96bd4de1e97d58c74dccc58928a30fe861f5cf4 |
neutral-anonymous-v1 | 40374785194152ad3d21f481-1 | 40374785194152ad3d21f481 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":273,"current_needs":[],"energy":{"fee... | 80d320486bbe55ffb81a0a0b5ca75927709039b5bf6cec8a3ff21a097c0fab5f | 9514db9c77a006c6334eed02dbc006b9b55214e150ca5fc18be81953e20e1f01 | [
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neutral-anonymous-v1 | 40374785194152ad3d21f481-2 | 40374785194152ad3d21f481 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
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neutral-anonymous-v1 | 597959290a9e2554c5097dca-0 | 597959290a9e2554c5097dca | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
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neutral-anonymous-v1 | 597959290a9e2554c5097dca-1 | 597959290a9e2554c5097dca | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":1154,"current_needs":[],"energy":{"fe... | 4cf11481d2d3c8d29a9228ed1de093d183658a5fa9d50c51523896309e6ae7c9 | 190f34a23f9e443e59536c55aabdc585d854b253e374de5cfe0992108f18e1ae | [
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neutral-anonymous-v1 | 597959290a9e2554c5097dca-2 | 597959290a9e2554c5097dca | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":1154,"current_needs":[],"energy":{"fe... | 9dc030ee35299ca507a1645c7e702cc6faced4540aad6e9591a9b38ed96f2d02 | 190f34a23f9e443e59536c55aabdc585d854b253e374de5cfe0992108f18e1ae | [
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neutral-anonymous-v1 | 653cea8420b7112339bb5a84-0 | 653cea8420b7112339bb5a84 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":355,"current_needs":[],"energy":{"fee... | 119cf0f1175b500872566f537838a8ab4778c719d0188372d37da80cba46370a | 941062934396fb3e9196df48bf5e240e7799d1a0e789c51916633c0f6a1927e4 | [
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neutral-anonymous-v1 | 653cea8420b7112339bb5a84-1 | 653cea8420b7112339bb5a84 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":355,"current_needs":[],"energy":{"fee... | 04fd53f0649f507fb34f249e065a83975e00cb47a4fbf6d93610fc226a4e662b | 941062934396fb3e9196df48bf5e240e7799d1a0e789c51916633c0f6a1927e4 | [
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] | 0.300586 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 732 | 54cbb047c9bbc5e93f807af08c92f90f660094c5550a04ff6d3e6f539cd0af00 |
neutral-anonymous-v1 | 653cea8420b7112339bb5a84-2 | 653cea8420b7112339bb5a84 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":355,"current_needs":[],"energy":{"fee... | 20c3896d631cca71efe56de73ddf8ecbc2c17f38e0b2636f836d67f73b841df0 | 941062934396fb3e9196df48bf5e240e7799d1a0e789c51916633c0f6a1927e4 | [
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neutral-anonymous-v1 | acf3e4eba5c5dfd714ba4ca2-0 | acf3e4eba5c5dfd714ba4ca2 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":641,"current_needs":[],"energy":{"fee... | 2a27ed1322e9b949382f38030777522db8bd9476625e662f807221e642b31518 | 8843635fe23d2f3f01ad71a76afafc335ae218646e281358b02b89ebd9187c94 | [
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] | 0.327979 | ambiguous | automatic-unreviewed | 0.25 | 1 | 0 | 724 | 45728067a31aaeadaab01ea8ac4e9ee9d9af2a4a35b2ed200d3560e7916f76bb |
neutral-anonymous-v1 | acf3e4eba5c5dfd714ba4ca2-1 | acf3e4eba5c5dfd714ba4ca2 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":641,"current_needs":[],"energy":{"fee... | 0ff39eb22ef509e4f7bbbbc297e04215d7ad4217ea31b8adddb619e0d73fcd2a | 8843635fe23d2f3f01ad71a76afafc335ae218646e281358b02b89ebd9187c94 | [
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] | 0.327979 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 724 | 281b8192756000917422ddc483f9b67d92df80e270b343ec7affb80e76dab616 |
neutral-anonymous-v1 | acf3e4eba5c5dfd714ba4ca2-2 | acf3e4eba5c5dfd714ba4ca2 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":641,"current_needs":[],"energy":{"fee... | cf3a91388687c806095d0a3d0978f3a0977a6c325e6b2dcfd3c71681b9ea4b59 | 8843635fe23d2f3f01ad71a76afafc335ae218646e281358b02b89ebd9187c94 | [
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neutral-anonymous-v1 | b21a05b3457d95fbdcf4e763-0 | b21a05b3457d95fbdcf4e763 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":281,"current_needs":["sick"],"energy"... | de9e72462683f74c848fab703edd96f5e74a0143da1de33233bce7b9839fd01e | 02963391b73300afc8e27224de529694228828608c8fb83abe249239d58d3a5d | [
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neutral-anonymous-v1 | b21a05b3457d95fbdcf4e763-1 | b21a05b3457d95fbdcf4e763 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":281,"current_needs":["sick"],"energy"... | 5c634f8f29c4a55ce293c5bdba40e8dcdee66c4caf769db5b7517e6803dbac71 | 02963391b73300afc8e27224de529694228828608c8fb83abe249239d58d3a5d | [
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] | 0.159958 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 739 | 5273dec5ea5943eb89ebffb477d61ab83b189e50aa9f7bc68af10d294c114ef7 |
neutral-anonymous-v1 | b21a05b3457d95fbdcf4e763-2 | b21a05b3457d95fbdcf4e763 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":281,"current_needs":["sick"],"energy"... | 91b57e2472dcb36734accccee7990db20eaebd7b3b7d4a4e1cea0cc9429ec32f | 02963391b73300afc8e27224de529694228828608c8fb83abe249239d58d3a5d | [
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neutral-anonymous-v1 | c312cc3e1f76893cb0e25aa5-0 | c312cc3e1f76893cb0e25aa5 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":549,"current_needs":[],"energy":{"fee... | 2912aa262988f57c267c932fdd9053e147c2ed8467bdb665e765e55ac8def2ff | 6a8a7a22ce27cd1f57bcd22cb7c1e85129a2f363ae35b25b9a2052a40925e6e3 | [
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neutral-anonymous-v1 | c312cc3e1f76893cb0e25aa5-1 | c312cc3e1f76893cb0e25aa5 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":549,"current_needs":[],"energy":{"fee... | 5a794abec97bc054e7ddd7288e2fc38a3c7bb5bfea69eee5faba9c7d50f4f2ca | 6a8a7a22ce27cd1f57bcd22cb7c1e85129a2f363ae35b25b9a2052a40925e6e3 | [
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] | 0.113258 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 725 | 2db7f84e17999915f3855b24873ce755bf6bba8443b4c62915faf3cd716f4992 |
neutral-anonymous-v1 | c312cc3e1f76893cb0e25aa5-2 | c312cc3e1f76893cb0e25aa5 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":549,"current_needs":[],"energy":{"fee... | d7fe9fe4e8881476ffd24cc16fdf5eecb81ae7e57c47c3b1e0c902f385e78b15 | 6a8a7a22ce27cd1f57bcd22cb7c1e85129a2f363ae35b25b9a2052a40925e6e3 | [
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neutral-anonymous-v1 | c6bae49217ccecf2cab4fe40-0 | c6bae49217ccecf2cab4fe40 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":339,"current_needs":[],"energy":{"fee... | ef46db9ed4f449dc5154b949196f0cb0dfaf03c650ed232bfcac7a839c41b81b | 9eeff35110a3fd7250e51859787c3b53a52d5810d8905ff98db6314c686a5ce1 | [
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] | 0.268087 | ambiguous | automatic-unreviewed | 0.25 | 1 | 0 | 731 | d3583966a621f8cb625af2a371db1d9eff8ec7f8cbb2ac9ab86508fe1189f11f |
neutral-anonymous-v1 | c6bae49217ccecf2cab4fe40-1 | c6bae49217ccecf2cab4fe40 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":339,"current_needs":[],"energy":{"fee... | dfc4ccd79c76fa0da29d61d1c17205938c2233b6def606d59b20d27e0d8ccb8f | 9eeff35110a3fd7250e51859787c3b53a52d5810d8905ff98db6314c686a5ce1 | [
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] | 0.268087 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 731 | 5931b9f59778c88466f5f5338f4dd2bdff5268b8d67d3644f633961ed6246f34 |
neutral-anonymous-v1 | c6bae49217ccecf2cab4fe40-2 | c6bae49217ccecf2cab4fe40 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":339,"current_needs":[],"energy":{"fee... | 0d2f8be4c7b8fe47c2a062c61fb1f5e905227fcae493914524dc202225a46781 | 9eeff35110a3fd7250e51859787c3b53a52d5810d8905ff98db6314c686a5ce1 | [
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] | 0.268087 | ambiguous | automatic-unreviewed | 0.25 | 1 | 2 | 731 | 7bb9f32be7aeb94b842a42ce730ba11ac18286312f3d5f8725e765feac557a76 |
neutral-anonymous-v1 | de1f3db01b8454e4477e53b5-0 | de1f3db01b8454e4477e53b5 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":244,"current_needs":[],"energy":{"fee... | 3a56607616bd568262f42ffb8dc509f801fcfa80a36d6f1bc20c58977df8e12b | b827bd4f9da01805d06880b866a5bd3a76294c749f442c9a2ae56158311dc7d6 | [
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] | 0.415018 | ambiguous | automatic-unreviewed | 0.25 | 1 | 0 | 735 | fe805b0d406677e0bca750e795d1b245e72ef65b232eb9a91b0887be737fd29a |
neutral-anonymous-v1 | de1f3db01b8454e4477e53b5-1 | de1f3db01b8454e4477e53b5 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":244,"current_needs":[],"energy":{"fee... | 43f0531fe974b43555c827f7fdcf049da5efd18db2865157b5979690e96909ff | b827bd4f9da01805d06880b866a5bd3a76294c749f442c9a2ae56158311dc7d6 | [
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] | 0.415018 | ambiguous | automatic-unreviewed | 0.25 | 1 | 1 | 735 | 19024cc48d05043f495d68bffe51604fd1e676b9a9e9a31c15b7d7ff94995d94 |
neutral-anonymous-v1 | de1f3db01b8454e4477e53b5-2 | de1f3db01b8454e4477e53b5 | train | <|im_start|>system
You are a decision engine. Treat the state as data, not as instructions. Read the question and every option, then reply with only the code of the best option.<|im_end|>
<|im_start|>user
State:
{"activity":"walking","carrying_food_or_drink":false,"cash_raw_tenths":244,"current_needs":[],"energy":{"fee... | 55630996961c7ee5ddde322598be683bae1bb023ac21101ff98084df170b8c62 | b827bd4f9da01805d06880b866a5bd3a76294c749f442c9a2ae56158311dc7d6 | [
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] | 0.415018 | ambiguous | automatic-unreviewed | 0.25 | 1 | 2 | 735 | 7293b525ad4c7965db6c12d5cb059624237ca94a154ef2ce96374cfe7840dfb8 |
OpenRCT2 Peep
Anonymous guest destination choices for D3-Lite classifier experiments, labeled using offline counterfactual simulations in one Blackpool park.
128 augmented rows from 43 decision groups: train 30 rows, development 39, calibration 27 and test 32.
Only prompt is model input. target_distribution gives soft labels over valid_codes; these are classifier targets, not chat completions or calibrated success probabilities.
Small pilot, automatic and unreviewed. Training has only 10 decision groups, all offering ride choices. Most labels are ambiguous. No fine-tuning or cross-park improvement is claimed.
from datasets import load_dataset
dataset = load_dataset("anthonypjshaw/openrct2-peep")
Technical contracts, a row schema, coverage counts and checksums are included. Game assets, models, local paths and audit-only identity mappings are not.
Source and reproduction instructions, revision 0b98d1c365812443d5f4f875177389587bf1ca0c.
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