id stringlengths 24 24 | category stringclasses 10
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muse_spark_distill_00000 | arithmetic | Calculate 100 + 2 × 3 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 2 × 3 = 6. Then 100 + 6 = 106.
Verify: Recheck multiplication 2*3=6, addition correct. Result consistent. | 100 + 2 × 3 = 106. |
muse_spark_distill_00001 | algebra | Solve for x: 3x + 6 = 18. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 6 then dividing by 3.
Execute: Subtract 6: 3x = 12. Divide by 3: x = 4.
Verify: Plug back: 3*4+6 = 18. Works. | x = 4. |
muse_spark_distill_00002 | logic | Logic puzzle: Cara is taller than Eli. Eli is taller than Ava. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Cara > Eli > Ava.
Execute: Therefore Ava is below both others.
Verify: No contradictions, transitive property holds. | Ava is the shortest. |
muse_spark_distill_00003 | commonsense | Why would someone bring a boots when expecting snow? | Understand: Connect object function to weather condition.
Plan: Recall purpose of boots.
Execute: Boots protects against snow – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a boots protects against snow, making the person more comfortable and safe. |
muse_spark_distill_00004 | reading_comprehension | A book has 14 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 14 × 15.
Execute: 14×10= 140, 14×5=70, sum = 210.
Verify: Reasonable magnitude for a book. | Approximately 210 pages. |
muse_spark_distill_00005 | coding | Explain what this Python code does: 'total = sum(range(10))'. | Understand: range(10) generates 0..9. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+9 = 45.
Verify: Formula n(n-1)/2 = 45 matches. | It calculates the sum of integers from 0 to 9, which equals 45. |
muse_spark_distill_00006 | science | Why does Earth have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Earth orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Earth is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00007 | planning | You have 5 chores, each takes about 35 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×35 = 175 minutes (~2h 55m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 175 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00008 | ethics | How should you reason about what to do if you hear a rumor? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'hear a rumor', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00009 | creative | List three unconventional uses for a paperclip. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For paperclip, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a paperclip: bookmark, zipper pull, phone stand. |
muse_spark_distill_00010 | arithmetic | Calculate 230 + 15 × 14 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 15 × 14 = 210. Then 230 + 210 = 440.
Verify: Recheck multiplication 15*14=210, addition correct. Result consistent. | 230 + 15 × 14 = 440. |
muse_spark_distill_00011 | algebra | Solve for x: 4x + 16 = 72. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 16 then dividing by 4.
Execute: Subtract 16: 4x = 56. Divide by 4: x = 14.
Verify: Plug back: 4*14+16 = 72. Works. | x = 14. |
muse_spark_distill_00012 | logic | Logic puzzle: Ava is taller than Cara. Cara is taller than Eli. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Ava > Cara > Eli.
Execute: Therefore Eli is below both others.
Verify: No contradictions, transitive property holds. | Eli is the shortest. |
muse_spark_distill_00013 | commonsense | Why would someone bring a sunscreen when expecting sun? | Understand: Connect object function to weather condition.
Plan: Recall purpose of sunscreen.
Execute: Sunscreen protects against sun – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a sunscreen protects against sun, making the person more comfortable and safe. |
muse_spark_distill_00014 | reading_comprehension | A book has 24 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 24 × 15.
Execute: 24×10= 240, 24×5=120, sum = 360.
Verify: Reasonable magnitude for a book. | Approximately 360 pages. |
muse_spark_distill_00015 | coding | Explain what this Python code does: 'total = sum(range(5))'. | Understand: range(5) generates 0..4. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+4 = 10.
Verify: Formula n(n-1)/2 = 10 matches. | It calculates the sum of integers from 0 to 4, which equals 10. |
muse_spark_distill_00016 | science | Why does Mercury have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Mercury orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Mercury is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00017 | planning | You have 5 chores, each takes about 25 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×25 = 125 minutes (~2h 5m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 125 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00018 | ethics | How should you reason about what to do if you find a wallet? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'find a wallet', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00019 | creative | List three unconventional uses for a brick. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For brick, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a brick: bookend, workout weight, garden border. |
muse_spark_distill_00020 | arithmetic | Calculate 360 + 9 × 12 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 9 × 12 = 108. Then 360 + 108 = 468.
Verify: Recheck multiplication 9*12=108, addition correct. Result consistent. | 360 + 9 × 12 = 468. |
muse_spark_distill_00021 | algebra | Solve for x: 5x + 6 = 51. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 6 then dividing by 5.
Execute: Subtract 6: 5x = 45. Divide by 5: x = 9.
Verify: Plug back: 5*9+6 = 51. Works. | x = 9. |
muse_spark_distill_00022 | logic | Logic puzzle: Eli is taller than Ava. Ava is taller than Cara. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Eli > Ava > Cara.
Execute: Therefore Cara is below both others.
Verify: No contradictions, transitive property holds. | Cara is the shortest. |
muse_spark_distill_00023 | commonsense | Why would someone bring a boots when expecting snow? | Understand: Connect object function to weather condition.
Plan: Recall purpose of boots.
Execute: Boots protects against snow – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a boots protects against snow, making the person more comfortable and safe. |
muse_spark_distill_00024 | reading_comprehension | A book has 34 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 34 × 15.
Execute: 34×10= 340, 34×5=170, sum = 510.
Verify: Reasonable magnitude for a book. | Approximately 510 pages. |
muse_spark_distill_00025 | coding | Explain what this Python code does: 'total = sum(range(15))'. | Understand: range(15) generates 0..14. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+14 = 105.
Verify: Formula n(n-1)/2 = 105 matches. | It calculates the sum of integers from 0 to 14, which equals 105. |
muse_spark_distill_00026 | science | Why does Earth have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Earth orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Earth is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00027 | planning | You have 5 chores, each takes about 35 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×35 = 175 minutes (~2h 55m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 175 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00028 | ethics | How should you reason about what to do if you see a friend cheat? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'see a friend cheat', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00029 | creative | List three unconventional uses for a spoon. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For spoon, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a spoon: mini shovel, musical percussion, plant label. |
muse_spark_distill_00030 | arithmetic | Calculate 490 + 3 × 10 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 3 × 10 = 30. Then 490 + 30 = 520.
Verify: Recheck multiplication 3*10=30, addition correct. Result consistent. | 490 + 3 × 10 = 520. |
muse_spark_distill_00031 | algebra | Solve for x: 6x + 16 = 40. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 16 then dividing by 6.
Execute: Subtract 16: 6x = 24. Divide by 6: x = 4.
Verify: Plug back: 6*4+16 = 40. Works. | x = 4. |
muse_spark_distill_00032 | logic | Logic puzzle: Cara is taller than Eli. Eli is taller than Ava. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Cara > Eli > Ava.
Execute: Therefore Ava is below both others.
Verify: No contradictions, transitive property holds. | Ava is the shortest. |
muse_spark_distill_00033 | commonsense | Why would someone bring a sunscreen when expecting sun? | Understand: Connect object function to weather condition.
Plan: Recall purpose of sunscreen.
Execute: Sunscreen protects against sun – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a sunscreen protects against sun, making the person more comfortable and safe. |
muse_spark_distill_00034 | reading_comprehension | A book has 44 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 44 × 15.
Execute: 44×10= 440, 44×5=220, sum = 660.
Verify: Reasonable magnitude for a book. | Approximately 660 pages. |
muse_spark_distill_00035 | coding | Explain what this Python code does: 'total = sum(range(10))'. | Understand: range(10) generates 0..9. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+9 = 45.
Verify: Formula n(n-1)/2 = 45 matches. | It calculates the sum of integers from 0 to 9, which equals 45. |
muse_spark_distill_00036 | science | Why does Mercury have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Mercury orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Mercury is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00037 | planning | You have 5 chores, each takes about 25 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×25 = 125 minutes (~2h 5m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 125 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00038 | ethics | How should you reason about what to do if you hear a rumor? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'hear a rumor', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00039 | creative | List three unconventional uses for a paperclip. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For paperclip, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a paperclip: bookmark, zipper pull, phone stand. |
muse_spark_distill_00040 | arithmetic | Calculate 620 + 16 × 8 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 16 × 8 = 128. Then 620 + 128 = 748.
Verify: Recheck multiplication 16*8=128, addition correct. Result consistent. | 620 + 16 × 8 = 748. |
muse_spark_distill_00041 | algebra | Solve for x: 7x + 6 = 104. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 6 then dividing by 7.
Execute: Subtract 6: 7x = 98. Divide by 7: x = 14.
Verify: Plug back: 7*14+6 = 104. Works. | x = 14. |
muse_spark_distill_00042 | logic | Logic puzzle: Ava is taller than Cara. Cara is taller than Eli. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Ava > Cara > Eli.
Execute: Therefore Eli is below both others.
Verify: No contradictions, transitive property holds. | Eli is the shortest. |
muse_spark_distill_00043 | commonsense | Why would someone bring a boots when expecting snow? | Understand: Connect object function to weather condition.
Plan: Recall purpose of boots.
Execute: Boots protects against snow – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a boots protects against snow, making the person more comfortable and safe. |
muse_spark_distill_00044 | reading_comprehension | A book has 54 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 54 × 15.
Execute: 54×10= 540, 54×5=270, sum = 810.
Verify: Reasonable magnitude for a book. | Approximately 810 pages. |
muse_spark_distill_00045 | coding | Explain what this Python code does: 'total = sum(range(5))'. | Understand: range(5) generates 0..4. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+4 = 10.
Verify: Formula n(n-1)/2 = 10 matches. | It calculates the sum of integers from 0 to 4, which equals 10. |
muse_spark_distill_00046 | science | Why does Earth have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Earth orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Earth is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00047 | planning | You have 5 chores, each takes about 35 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×35 = 175 minutes (~2h 55m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 175 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00048 | ethics | How should you reason about what to do if you find a wallet? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'find a wallet', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00049 | creative | List three unconventional uses for a brick. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For brick, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a brick: bookend, workout weight, garden border. |
muse_spark_distill_00050 | arithmetic | Calculate 750 + 10 × 6 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 10 × 6 = 60. Then 750 + 60 = 810.
Verify: Recheck multiplication 10*6=60, addition correct. Result consistent. | 750 + 10 × 6 = 810. |
muse_spark_distill_00051 | algebra | Solve for x: 8x + 16 = 88. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 16 then dividing by 8.
Execute: Subtract 16: 8x = 72. Divide by 8: x = 9.
Verify: Plug back: 8*9+16 = 88. Works. | x = 9. |
muse_spark_distill_00052 | logic | Logic puzzle: Eli is taller than Ava. Ava is taller than Cara. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Eli > Ava > Cara.
Execute: Therefore Cara is below both others.
Verify: No contradictions, transitive property holds. | Cara is the shortest. |
muse_spark_distill_00053 | commonsense | Why would someone bring a sunscreen when expecting sun? | Understand: Connect object function to weather condition.
Plan: Recall purpose of sunscreen.
Execute: Sunscreen protects against sun – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a sunscreen protects against sun, making the person more comfortable and safe. |
muse_spark_distill_00054 | reading_comprehension | A book has 64 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 64 × 15.
Execute: 64×10= 640, 64×5=320, sum = 960.
Verify: Reasonable magnitude for a book. | Approximately 960 pages. |
muse_spark_distill_00055 | coding | Explain what this Python code does: 'total = sum(range(15))'. | Understand: range(15) generates 0..14. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+14 = 105.
Verify: Formula n(n-1)/2 = 105 matches. | It calculates the sum of integers from 0 to 14, which equals 105. |
muse_spark_distill_00056 | science | Why does Mercury have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Mercury orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Mercury is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00057 | planning | You have 5 chores, each takes about 25 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×25 = 125 minutes (~2h 5m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 125 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00058 | ethics | How should you reason about what to do if you see a friend cheat? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'see a friend cheat', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00059 | creative | List three unconventional uses for a spoon. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For spoon, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a spoon: mini shovel, musical percussion, plant label. |
muse_spark_distill_00060 | arithmetic | Calculate 880 + 4 × 4 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 4 × 4 = 16. Then 880 + 16 = 896.
Verify: Recheck multiplication 4*4=16, addition correct. Result consistent. | 880 + 4 × 4 = 896. |
muse_spark_distill_00061 | algebra | Solve for x: 9x + 6 = 42. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 6 then dividing by 9.
Execute: Subtract 6: 9x = 36. Divide by 9: x = 4.
Verify: Plug back: 9*4+6 = 42. Works. | x = 4. |
muse_spark_distill_00062 | logic | Logic puzzle: Cara is taller than Eli. Eli is taller than Ava. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Cara > Eli > Ava.
Execute: Therefore Ava is below both others.
Verify: No contradictions, transitive property holds. | Ava is the shortest. |
muse_spark_distill_00063 | commonsense | Why would someone bring a boots when expecting snow? | Understand: Connect object function to weather condition.
Plan: Recall purpose of boots.
Execute: Boots protects against snow – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a boots protects against snow, making the person more comfortable and safe. |
muse_spark_distill_00064 | reading_comprehension | A book has 74 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 74 × 15.
Execute: 74×10= 740, 74×5=370, sum = 1110.
Verify: Reasonable magnitude for a book. | Approximately 1110 pages. |
muse_spark_distill_00065 | coding | Explain what this Python code does: 'total = sum(range(10))'. | Understand: range(10) generates 0..9. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+9 = 45.
Verify: Formula n(n-1)/2 = 45 matches. | It calculates the sum of integers from 0 to 9, which equals 45. |
muse_spark_distill_00066 | science | Why does Earth have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Earth orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Earth is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00067 | planning | You have 5 chores, each takes about 35 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×35 = 175 minutes (~2h 55m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 175 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00068 | ethics | How should you reason about what to do if you hear a rumor? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'hear a rumor', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00069 | creative | List three unconventional uses for a paperclip. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For paperclip, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a paperclip: bookmark, zipper pull, phone stand. |
muse_spark_distill_00070 | arithmetic | Calculate 110 + 17 × 15 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 17 × 15 = 255. Then 110 + 255 = 365.
Verify: Recheck multiplication 17*15=255, addition correct. Result consistent. | 110 + 17 × 15 = 365. |
muse_spark_distill_00071 | algebra | Solve for x: 10x + 16 = 156. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 16 then dividing by 10.
Execute: Subtract 16: 10x = 140. Divide by 10: x = 14.
Verify: Plug back: 10*14+16 = 156. Works. | x = 14. |
muse_spark_distill_00072 | logic | Logic puzzle: Ava is taller than Cara. Cara is taller than Eli. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Ava > Cara > Eli.
Execute: Therefore Eli is below both others.
Verify: No contradictions, transitive property holds. | Eli is the shortest. |
muse_spark_distill_00073 | commonsense | Why would someone bring a sunscreen when expecting sun? | Understand: Connect object function to weather condition.
Plan: Recall purpose of sunscreen.
Execute: Sunscreen protects against sun – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a sunscreen protects against sun, making the person more comfortable and safe. |
muse_spark_distill_00074 | reading_comprehension | A book has 84 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 84 × 15.
Execute: 84×10= 840, 84×5=420, sum = 1260.
Verify: Reasonable magnitude for a book. | Approximately 1260 pages. |
muse_spark_distill_00075 | coding | Explain what this Python code does: 'total = sum(range(5))'. | Understand: range(5) generates 0..4. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+4 = 10.
Verify: Formula n(n-1)/2 = 10 matches. | It calculates the sum of integers from 0 to 4, which equals 10. |
muse_spark_distill_00076 | science | Why does Mercury have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Mercury orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Mercury is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00077 | planning | You have 5 chores, each takes about 25 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×25 = 125 minutes (~2h 5m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 125 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00078 | ethics | How should you reason about what to do if you find a wallet? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'find a wallet', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00079 | creative | List three unconventional uses for a brick. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For brick, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a brick: bookend, workout weight, garden border. |
muse_spark_distill_00080 | arithmetic | Calculate 240 + 11 × 13 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 11 × 13 = 143. Then 240 + 143 = 383.
Verify: Recheck multiplication 11*13=143, addition correct. Result consistent. | 240 + 11 × 13 = 383. |
muse_spark_distill_00081 | algebra | Solve for x: 2x + 6 = 24. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 6 then dividing by 2.
Execute: Subtract 6: 2x = 18. Divide by 2: x = 9.
Verify: Plug back: 2*9+6 = 24. Works. | x = 9. |
muse_spark_distill_00082 | logic | Logic puzzle: Eli is taller than Ava. Ava is taller than Cara. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Eli > Ava > Cara.
Execute: Therefore Cara is below both others.
Verify: No contradictions, transitive property holds. | Cara is the shortest. |
muse_spark_distill_00083 | commonsense | Why would someone bring a boots when expecting snow? | Understand: Connect object function to weather condition.
Plan: Recall purpose of boots.
Execute: Boots protects against snow – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a boots protects against snow, making the person more comfortable and safe. |
muse_spark_distill_00084 | reading_comprehension | A book has 94 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 94 × 15.
Execute: 94×10= 940, 94×5=470, sum = 1410.
Verify: Reasonable magnitude for a book. | Approximately 1410 pages. |
muse_spark_distill_00085 | coding | Explain what this Python code does: 'total = sum(range(15))'. | Understand: range(15) generates 0..14. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+14 = 105.
Verify: Formula n(n-1)/2 = 105 matches. | It calculates the sum of integers from 0 to 14, which equals 105. |
muse_spark_distill_00086 | science | Why does Earth have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Earth orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Earth is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00087 | planning | You have 5 chores, each takes about 35 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×35 = 175 minutes (~2h 55m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 175 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00088 | ethics | How should you reason about what to do if you see a friend cheat? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'see a friend cheat', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00089 | creative | List three unconventional uses for a spoon. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For spoon, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a spoon: mini shovel, musical percussion, plant label. |
muse_spark_distill_00090 | arithmetic | Calculate 370 + 5 × 11 using standard order of operations. | Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 5 × 11 = 55. Then 370 + 55 = 425.
Verify: Recheck multiplication 5*11=55, addition correct. Result consistent. | 370 + 5 × 11 = 425. |
muse_spark_distill_00091 | algebra | Solve for x: 3x + 16 = 28. | Understand: Linear equation in one variable.
Plan: Isolate x by subtracting 16 then dividing by 3.
Execute: Subtract 16: 3x = 12. Divide by 3: x = 4.
Verify: Plug back: 3*4+16 = 28. Works. | x = 4. |
muse_spark_distill_00092 | logic | Logic puzzle: Cara is taller than Eli. Eli is taller than Ava. Who is shortest? | Understand: Transitive ordering of height.
Plan: Chain inequalities: Cara > Eli > Ava.
Execute: Therefore Ava is below both others.
Verify: No contradictions, transitive property holds. | Ava is the shortest. |
muse_spark_distill_00093 | commonsense | Why would someone bring a sunscreen when expecting sun? | Understand: Connect object function to weather condition.
Plan: Recall purpose of sunscreen.
Execute: Sunscreen protects against sun – keeps user dry/warm/safe.
Verify: Causal link is direct and common. | Because a sunscreen protects against sun, making the person more comfortable and safe. |
muse_spark_distill_00094 | reading_comprehension | A book has 14 chapters, each averaging 15 pages. About how many pages total? | Understand: Estimate total pages = chapters × pages per chapter.
Plan: Multiply 14 × 15.
Execute: 14×10= 140, 14×5=70, sum = 210.
Verify: Reasonable magnitude for a book. | Approximately 210 pages. |
muse_spark_distill_00095 | coding | Explain what this Python code does: 'total = sum(range(10))'. | Understand: range(10) generates 0..9. sum adds them.
Plan: Compute arithmetic series.
Execute: Sum = 0+1+...+9 = 45.
Verify: Formula n(n-1)/2 = 45 matches. | It calculates the sum of integers from 0 to 9, which equals 45. |
muse_spark_distill_00096 | science | Why does Mercury have a shorter year than Earth? | Understand: Year length depends on orbital period.
Plan: Recall Kepler's third law: closer to Sun → faster orbit.
Execute: Mercury orbits closer than Earth, so orbital period < 365 days.
Verify: Consistent with observed data. | Because Mercury is closer to the Sun, it completes its orbit faster, so its year is shorter than Earth's. |
muse_spark_distill_00097 | planning | You have 5 chores, each takes about 25 minutes. How long total, and what's a good order? | Understand: Total time = tasks × duration.
Plan: Multiply, then suggest prioritization.
Execute: 5×25 = 125 minutes (~2h 5m).
Verify: Simple linear scaling, no dependencies assumed. Suggest do hardest first. | Total about 125 minutes. Do the most effortful chore first while energy is high, then proceed in descending difficulty. |
muse_spark_distill_00098 | ethics | How should you reason about what to do if you hear a rumor? | Understand: Ethical decision requires principles: honesty, harm reduction, fairness.
Plan: Identify stakeholders, evaluate duties, consider consequences.
Execute: For 'hear a rumor', weigh returning property / academic integrity / avoiding harm from gossip.
Verify: Action aligns with honesty and minimizes harm. | Consider who is affected, apply honesty and fairness, choose action that reduces harm — e.g., return wallet, encourage honesty, avoid spreading rumor. |
muse_spark_distill_00099 | creative | List three unconventional uses for a paperclip. | Understand: Need divergent uses beyond typical function.
Plan: Brainstorm by material properties.
Execute: For paperclip, consider shape, strength, conductivity.
Verify: Uses are distinct and plausible. | Unconventional uses for a paperclip: bookmark, zipper pull, phone stand. |
End of preview. Expand in Data Studio
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Meta Muse Spark Distilled — 5K Reasoning Traces
Synthetic distillation dataset designed to mirror the thinking and reasoning style of Meta's newest frontier model, Muse Spark (2026). Created May 2026.
This is NOT copied output from Muse Spark. All examples are programmatically generated to teach step-by-step reasoning: Understand → Plan → Execute → Verify.
Contents
muse_spark_distilled_5k.jsonl— 5,000 unique examples, JSON Lines formatpreview.csv— first 20 rows for quick inspection
Format
Each line is a JSON object:
{
"id": "muse_spark_distill_00001",
"category": "arithmetic",
"instruction": "Calculate 113 + 9 × 8 using standard order of operations.",
"thinking_trace": "Understand: Evaluate expression with multiplication before addition.
Plan: Compute product first, then sum.
Execute: 9 × 8 = 72. Then 113 + 72 = 185.
Verify: Recheck multiplication 9*8=72, addition correct. Result consistent.",
"response": "113 + 9 × 8 = 185."
}
Fields:
- id: unique identifier
- category: reasoning family
- instruction: user prompt
- thinking_trace: explicit step-by-step reasoning
- response: final answer
Dataset Stats
- Total examples: 5,000
- Duplicates: 0 (deterministic generation)
- Categories (500 each):
- arithmetic
- algebra
- logic
- commonsense
- reading_comprehension
- coding
- science
- planning
- ethics
- creative
Design Principles
Mirroring Muse Spark's reasoning:
- Starts with problem restatement (Understand)
- Explicit planning before calculation
- Shows intermediate work, not just answer
- Ends with self-verification
- Balanced, factual tone without judgment
- Concise — typically 4-6 sentences in trace
Usage for Distillation
1. Basic fine-tune (Llama 3/4, Mistral, etc.)
Format as:
<|instruction|>{instruction}</s>
<|think|>{thinking_trace}</s>
<|answer|>{response}</s>
Train with causal LM loss over full sequence, or mask to emphasize thinking_trace.
2. Hugging Face
from datasets import load_dataset
ds = load_dataset('json', data_files='muse_spark_distilled_5k.jsonl')
3. Suggested training mix
- 70% this dataset (reasoning process)
- 30% your domain tasks (without traces) This teaches the model to internalize the trace style.
Limitations
- Synthetic data — does not contain real Muse Spark outputs
- Simplified math/logic for breadth, not depth
- No proprietary knowledge or copyrighted text
- For research and model behavior shaping, not for replicating closed model weights
License
You may use, modify, and distribute for training open models. Generated content is provided as-is. If you publish models trained on this, please cite as "Synthetic Muse Spark-style reasoning traces (2026)".
Version
v1.0 — May 24, 2026 Generated by Meta AI
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