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family
stringclasses
1 value
question_id
int64
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2
signal_type
stringclasses
2 values
amplitude_scale
float64
0.5
2.5
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float64
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float64
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symbolic_baseline_answer
float64
0.52
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linear_system
0
sinusoid
0.5
1
0
0
4
Solve this system for x: 4.0x + 1y = 7 1x + 5y = 11 FINAL:
1.263158
1.263158
linear_system
0
sinusoid
0.5
1
0
1
4.009802
Solve this system for x: 4.009801714032956x + 1y = 7 1x + 5y = 11 FINAL:
1.259908
1.259908
linear_system
0
sinusoid
0.5
1
0
2
4.019509
Solve this system for x: 4.019509032201613x + 1y = 7 1x + 5y = 11 FINAL:
1.256706
1.256706
linear_system
0
sinusoid
0.5
1
0
3
4.029028
Solve this system for x: 4.029028467725446x + 1y = 7 1x + 5y = 11 FINAL:
1.253582
1.253582
linear_system
0
sinusoid
0.5
1
0
4
4.038268
Solve this system for x: 4.038268343236509x + 1y = 7 1x + 5y = 11 FINAL:
1.250564
1.250564
linear_system
0
sinusoid
0.5
1
0
5
4.04714
Solve this system for x: 4.0471396736826x + 1y = 7 1x + 5y = 11 FINAL:
1.24768
1.24768
linear_system
0
sinusoid
0.5
1
0
6
4.055557
Solve this system for x: 4.05555702330196x + 1y = 7 1x + 5y = 11 FINAL:
1.244956
1.244956
linear_system
0
sinusoid
0.5
1
0
7
4.063439
Solve this system for x: 4.063439328416364x + 1y = 7 1x + 5y = 11 FINAL:
1.242416
1.242416
linear_system
0
sinusoid
0.5
1
0
8
4.070711
Solve this system for x: 4.070710678118655x + 1y = 7 1x + 5y = 11 FINAL:
1.240082
1.240082
linear_system
0
sinusoid
0.5
1
0
9
4.077301
Solve this system for x: 4.077301045336274x + 1y = 7 1x + 5y = 11 FINAL:
1.237975
1.237975
linear_system
0
sinusoid
0.5
1
0
10
4.083147
Solve this system for x: 4.083146961230255x + 1y = 7 1x + 5y = 11 FINAL:
1.236111
1.236111
linear_system
0
sinusoid
0.5
1
0
11
4.088192
Solve this system for x: 4.088192126434835x + 1y = 7 1x + 5y = 11 FINAL:
1.234507
1.234507
linear_system
0
sinusoid
0.5
1
0
12
4.092388
Solve this system for x: 4.092387953251128x + 1y = 7 1x + 5y = 11 FINAL:
1.233176
1.233176
linear_system
0
sinusoid
0.5
1
0
13
4.095694
Solve this system for x: 4.095694033573221x + 1y = 7 1x + 5y = 11 FINAL:
1.23213
1.23213
linear_system
0
sinusoid
0.5
1
0
14
4.098079
Solve this system for x: 4.098078528040323x + 1y = 7 1x + 5y = 11 FINAL:
1.231376
1.231376
linear_system
0
sinusoid
0.5
1
0
15
4.099518
Solve this system for x: 4.09951847266722x + 1y = 7 1x + 5y = 11 FINAL:
1.230921
1.230921
linear_system
0
sinusoid
0.5
1
0
16
4.1
Solve this system for x: 4.1x + 1y = 7 1x + 5y = 11 FINAL:
1.230769
1.230769
linear_system
0
sinusoid
0.5
1
0
17
4.099518
Solve this system for x: 4.09951847266722x + 1y = 7 1x + 5y = 11 FINAL:
1.230921
1.230921
linear_system
0
sinusoid
0.5
1
0
18
4.098079
Solve this system for x: 4.098078528040323x + 1y = 7 1x + 5y = 11 FINAL:
1.231376
1.231376
linear_system
0
sinusoid
0.5
1
0
19
4.095694
Solve this system for x: 4.095694033573221x + 1y = 7 1x + 5y = 11 FINAL:
1.23213
1.23213
linear_system
0
sinusoid
0.5
1
0
20
4.092388
Solve this system for x: 4.092387953251128x + 1y = 7 1x + 5y = 11 FINAL:
1.233176
1.233176
linear_system
0
sinusoid
0.5
1
0
21
4.088192
Solve this system for x: 4.088192126434835x + 1y = 7 1x + 5y = 11 FINAL:
1.234507
1.234507
linear_system
0
sinusoid
0.5
1
0
22
4.083147
Solve this system for x: 4.083146961230255x + 1y = 7 1x + 5y = 11 FINAL:
1.236111
1.236111
linear_system
0
sinusoid
0.5
1
0
23
4.077301
Solve this system for x: 4.077301045336274x + 1y = 7 1x + 5y = 11 FINAL:
1.237975
1.237975
linear_system
0
sinusoid
0.5
1
0
24
4.070711
Solve this system for x: 4.070710678118655x + 1y = 7 1x + 5y = 11 FINAL:
1.240082
1.240082
linear_system
0
sinusoid
0.5
1
0
25
4.063439
Solve this system for x: 4.063439328416364x + 1y = 7 1x + 5y = 11 FINAL:
1.242416
1.242416
linear_system
0
sinusoid
0.5
1
0
26
4.055557
Solve this system for x: 4.05555702330196x + 1y = 7 1x + 5y = 11 FINAL:
1.244956
1.244956
linear_system
0
sinusoid
0.5
1
0
27
4.04714
Solve this system for x: 4.0471396736826x + 1y = 7 1x + 5y = 11 FINAL:
1.24768
1.24768
linear_system
0
sinusoid
0.5
1
0
28
4.038268
Solve this system for x: 4.038268343236509x + 1y = 7 1x + 5y = 11 FINAL:
1.250564
1.250564
linear_system
0
sinusoid
0.5
1
0
29
4.029028
Solve this system for x: 4.029028467725446x + 1y = 7 1x + 5y = 11 FINAL:
1.253582
1.253582
linear_system
0
sinusoid
0.5
1
0
30
4.019509
Solve this system for x: 4.019509032201613x + 1y = 7 1x + 5y = 11 FINAL:
1.256706
1.256706
linear_system
0
sinusoid
0.5
1
0
31
4.009802
Solve this system for x: 4.009801714032956x + 1y = 7 1x + 5y = 11 FINAL:
1.259908
1.259908
linear_system
0
sinusoid
0.5
1
0
32
4
Solve this system for x: 4.0x + 1y = 7 1x + 5y = 11 FINAL:
1.263158
1.263158
linear_system
0
sinusoid
0.5
1
0
33
3.990198
Solve this system for x: 3.9901982859670437x + 1y = 7 1x + 5y = 11 FINAL:
1.266425
1.266425
linear_system
0
sinusoid
0.5
1
0
34
3.980491
Solve this system for x: 3.9804909677983873x + 1y = 7 1x + 5y = 11 FINAL:
1.269676
1.269676
linear_system
0
sinusoid
0.5
1
0
35
3.970972
Solve this system for x: 3.970971532274554x + 1y = 7 1x + 5y = 11 FINAL:
1.272882
1.272882
linear_system
0
sinusoid
0.5
1
0
36
3.961732
Solve this system for x: 3.961731656763491x + 1y = 7 1x + 5y = 11 FINAL:
1.276008
1.276008
linear_system
0
sinusoid
0.5
1
0
37
3.95286
Solve this system for x: 3.9528603263174x + 1y = 7 1x + 5y = 11 FINAL:
1.279024
1.279024
linear_system
0
sinusoid
0.5
1
0
38
3.944443
Solve this system for x: 3.94444297669804x + 1y = 7 1x + 5y = 11 FINAL:
1.2819
1.2819
linear_system
0
sinusoid
0.5
1
0
39
3.936561
Solve this system for x: 3.9365606715836354x + 1y = 7 1x + 5y = 11 FINAL:
1.284604
1.284604
linear_system
0
sinusoid
0.5
1
0
40
3.929289
Solve this system for x: 3.9292893218813454x + 1y = 7 1x + 5y = 11 FINAL:
1.287109
1.287109
linear_system
0
sinusoid
0.5
1
0
41
3.922699
Solve this system for x: 3.9226989546637263x + 1y = 7 1x + 5y = 11 FINAL:
1.289387
1.289387
linear_system
0
sinusoid
0.5
1
0
42
3.916853
Solve this system for x: 3.9168530387697453x + 1y = 7 1x + 5y = 11 FINAL:
1.291415
1.291415
linear_system
0
sinusoid
0.5
1
0
43
3.911808
Solve this system for x: 3.9118078735651647x + 1y = 7 1x + 5y = 11 FINAL:
1.29317
1.29317
linear_system
0
sinusoid
0.5
1
0
44
3.907612
Solve this system for x: 3.9076120467488713x + 1y = 7 1x + 5y = 11 FINAL:
1.294634
1.294634
linear_system
0
sinusoid
0.5
1
0
45
3.904306
Solve this system for x: 3.904305966426779x + 1y = 7 1x + 5y = 11 FINAL:
1.295789
1.295789
linear_system
0
sinusoid
0.5
1
0
46
3.901921
Solve this system for x: 3.901921471959677x + 1y = 7 1x + 5y = 11 FINAL:
1.296624
1.296624
linear_system
0
sinusoid
0.5
1
0
47
3.900482
Solve this system for x: 3.90048152733278x + 1y = 7 1x + 5y = 11 FINAL:
1.297128
1.297128
linear_system
0
sinusoid
0.5
1
0
48
3.9
Solve this system for x: 3.9x + 1y = 7 1x + 5y = 11 FINAL:
1.297297
1.297297
linear_system
0
sinusoid
0.5
1
0
49
3.900482
Solve this system for x: 3.90048152733278x + 1y = 7 1x + 5y = 11 FINAL:
1.297128
1.297128
linear_system
0
sinusoid
0.5
1
0
50
3.901921
Solve this system for x: 3.901921471959677x + 1y = 7 1x + 5y = 11 FINAL:
1.296624
1.296624
linear_system
0
sinusoid
0.5
1
0
51
3.904306
Solve this system for x: 3.904305966426779x + 1y = 7 1x + 5y = 11 FINAL:
1.295789
1.295789
linear_system
0
sinusoid
0.5
1
0
52
3.907612
Solve this system for x: 3.9076120467488713x + 1y = 7 1x + 5y = 11 FINAL:
1.294634
1.294634
linear_system
0
sinusoid
0.5
1
0
53
3.911808
Solve this system for x: 3.9118078735651647x + 1y = 7 1x + 5y = 11 FINAL:
1.29317
1.29317
linear_system
0
sinusoid
0.5
1
0
54
3.916853
Solve this system for x: 3.9168530387697453x + 1y = 7 1x + 5y = 11 FINAL:
1.291415
1.291415
linear_system
0
sinusoid
0.5
1
0
55
3.922699
Solve this system for x: 3.9226989546637263x + 1y = 7 1x + 5y = 11 FINAL:
1.289387
1.289387
linear_system
0
sinusoid
0.5
1
0
56
3.929289
Solve this system for x: 3.9292893218813454x + 1y = 7 1x + 5y = 11 FINAL:
1.287109
1.287109
linear_system
0
sinusoid
0.5
1
0
57
3.936561
Solve this system for x: 3.9365606715836354x + 1y = 7 1x + 5y = 11 FINAL:
1.284604
1.284604
linear_system
0
sinusoid
0.5
1
0
58
3.944443
Solve this system for x: 3.94444297669804x + 1y = 7 1x + 5y = 11 FINAL:
1.2819
1.2819
linear_system
0
sinusoid
0.5
1
0
59
3.95286
Solve this system for x: 3.9528603263174x + 1y = 7 1x + 5y = 11 FINAL:
1.279024
1.279024
linear_system
0
sinusoid
0.5
1
0
60
3.961732
Solve this system for x: 3.961731656763491x + 1y = 7 1x + 5y = 11 FINAL:
1.276008
1.276008
linear_system
0
sinusoid
0.5
1
0
61
3.970972
Solve this system for x: 3.970971532274554x + 1y = 7 1x + 5y = 11 FINAL:
1.272882
1.272882
linear_system
0
sinusoid
0.5
1
0
62
3.980491
Solve this system for x: 3.9804909677983873x + 1y = 7 1x + 5y = 11 FINAL:
1.269676
1.269676
linear_system
0
sinusoid
0.5
1
0
63
3.990198
Solve this system for x: 3.9901982859670437x + 1y = 7 1x + 5y = 11 FINAL:
1.266425
1.266425
linear_system
0
sinusoid
0.5
2
0
0
4
Solve this system for x: 4.0x + 1y = 7 1x + 5y = 11 FINAL:
1.263158
1.263158
linear_system
0
sinusoid
0.5
2
0
1
4.019509
Solve this system for x: 4.019509032201613x + 1y = 7 1x + 5y = 11 FINAL:
1.256706
1.256706
linear_system
0
sinusoid
0.5
2
0
2
4.038268
Solve this system for x: 4.038268343236509x + 1y = 7 1x + 5y = 11 FINAL:
1.250564
1.250564
linear_system
0
sinusoid
0.5
2
0
3
4.055557
Solve this system for x: 4.05555702330196x + 1y = 7 1x + 5y = 11 FINAL:
1.244956
1.244956
linear_system
0
sinusoid
0.5
2
0
4
4.070711
Solve this system for x: 4.070710678118655x + 1y = 7 1x + 5y = 11 FINAL:
1.240082
1.240082
linear_system
0
sinusoid
0.5
2
0
5
4.083147
Solve this system for x: 4.083146961230255x + 1y = 7 1x + 5y = 11 FINAL:
1.236111
1.236111
linear_system
0
sinusoid
0.5
2
0
6
4.092388
Solve this system for x: 4.092387953251128x + 1y = 7 1x + 5y = 11 FINAL:
1.233176
1.233176
linear_system
0
sinusoid
0.5
2
0
7
4.098079
Solve this system for x: 4.098078528040323x + 1y = 7 1x + 5y = 11 FINAL:
1.231376
1.231376
linear_system
0
sinusoid
0.5
2
0
8
4.1
Solve this system for x: 4.1x + 1y = 7 1x + 5y = 11 FINAL:
1.230769
1.230769
linear_system
0
sinusoid
0.5
2
0
9
4.098079
Solve this system for x: 4.098078528040323x + 1y = 7 1x + 5y = 11 FINAL:
1.231376
1.231376
linear_system
0
sinusoid
0.5
2
0
10
4.092388
Solve this system for x: 4.092387953251128x + 1y = 7 1x + 5y = 11 FINAL:
1.233176
1.233176
linear_system
0
sinusoid
0.5
2
0
11
4.083147
Solve this system for x: 4.083146961230255x + 1y = 7 1x + 5y = 11 FINAL:
1.236111
1.236111
linear_system
0
sinusoid
0.5
2
0
12
4.070711
Solve this system for x: 4.070710678118655x + 1y = 7 1x + 5y = 11 FINAL:
1.240082
1.240082
linear_system
0
sinusoid
0.5
2
0
13
4.055557
Solve this system for x: 4.05555702330196x + 1y = 7 1x + 5y = 11 FINAL:
1.244956
1.244956
linear_system
0
sinusoid
0.5
2
0
14
4.038268
Solve this system for x: 4.038268343236509x + 1y = 7 1x + 5y = 11 FINAL:
1.250564
1.250564
linear_system
0
sinusoid
0.5
2
0
15
4.019509
Solve this system for x: 4.019509032201613x + 1y = 7 1x + 5y = 11 FINAL:
1.256706
1.256706
linear_system
0
sinusoid
0.5
2
0
16
4
Solve this system for x: 4.0x + 1y = 7 1x + 5y = 11 FINAL:
1.263158
1.263158
linear_system
0
sinusoid
0.5
2
0
17
3.980491
Solve this system for x: 3.9804909677983873x + 1y = 7 1x + 5y = 11 FINAL:
1.269676
1.269676
linear_system
0
sinusoid
0.5
2
0
18
3.961732
Solve this system for x: 3.961731656763491x + 1y = 7 1x + 5y = 11 FINAL:
1.276008
1.276008
linear_system
0
sinusoid
0.5
2
0
19
3.944443
Solve this system for x: 3.94444297669804x + 1y = 7 1x + 5y = 11 FINAL:
1.2819
1.2819
linear_system
0
sinusoid
0.5
2
0
20
3.929289
Solve this system for x: 3.9292893218813454x + 1y = 7 1x + 5y = 11 FINAL:
1.287109
1.287109
linear_system
0
sinusoid
0.5
2
0
21
3.916853
Solve this system for x: 3.9168530387697453x + 1y = 7 1x + 5y = 11 FINAL:
1.291415
1.291415
linear_system
0
sinusoid
0.5
2
0
22
3.907612
Solve this system for x: 3.9076120467488713x + 1y = 7 1x + 5y = 11 FINAL:
1.294634
1.294634
linear_system
0
sinusoid
0.5
2
0
23
3.901921
Solve this system for x: 3.901921471959677x + 1y = 7 1x + 5y = 11 FINAL:
1.296624
1.296624
linear_system
0
sinusoid
0.5
2
0
24
3.9
Solve this system for x: 3.9x + 1y = 7 1x + 5y = 11 FINAL:
1.297297
1.297297
linear_system
0
sinusoid
0.5
2
0
25
3.901921
Solve this system for x: 3.901921471959677x + 1y = 7 1x + 5y = 11 FINAL:
1.296624
1.296624
linear_system
0
sinusoid
0.5
2
0
26
3.907612
Solve this system for x: 3.9076120467488713x + 1y = 7 1x + 5y = 11 FINAL:
1.294634
1.294634
linear_system
0
sinusoid
0.5
2
0
27
3.916853
Solve this system for x: 3.9168530387697453x + 1y = 7 1x + 5y = 11 FINAL:
1.291415
1.291415
linear_system
0
sinusoid
0.5
2
0
28
3.929289
Solve this system for x: 3.9292893218813454x + 1y = 7 1x + 5y = 11 FINAL:
1.287109
1.287109
linear_system
0
sinusoid
0.5
2
0
29
3.944443
Solve this system for x: 3.94444297669804x + 1y = 7 1x + 5y = 11 FINAL:
1.2819
1.2819
linear_system
0
sinusoid
0.5
2
0
30
3.961732
Solve this system for x: 3.961731656763491x + 1y = 7 1x + 5y = 11 FINAL:
1.276008
1.276008
linear_system
0
sinusoid
0.5
2
0
31
3.980491
Solve this system for x: 3.9804909677983873x + 1y = 7 1x + 5y = 11 FINAL:
1.269676
1.269676
linear_system
0
sinusoid
0.5
2
0
32
4
Solve this system for x: 4.0x + 1y = 7 1x + 5y = 11 FINAL:
1.263158
1.263158
linear_system
0
sinusoid
0.5
2
0
33
4.019509
Solve this system for x: 4.019509032201613x + 1y = 7 1x + 5y = 11 FINAL:
1.256706
1.256706
linear_system
0
sinusoid
0.5
2
0
34
4.038268
Solve this system for x: 4.038268343236509x + 1y = 7 1x + 5y = 11 FINAL:
1.250564
1.250564
linear_system
0
sinusoid
0.5
2
0
35
4.055557
Solve this system for x: 4.05555702330196x + 1y = 7 1x + 5y = 11 FINAL:
1.244956
1.244956
End of preview. Expand in Data Studio

MathBode-LinearSystem: Systems of Linear Equations Domain

Linear system solving problems from the MathBode benchmark.

This dataset is part of the MathBode benchmark, which evaluates the dynamic reasoning capabilities of large language models (LLMs) by treating parametric math problems as dynamic systems. Instead of testing static accuracy on fixed problems, MathBode sinusoidally varies a parameter and measures the model's response in terms of gain (amplitude tracking) and phase (reasoning lag), analogous to a Bode plot in control theory.

About This Domain

This dataset contains Systems of Linear Equations problems specifically, with approximately 9,408 prompts covering:

  • 3 question variants with different constants
  • Sinusoidal parameter sweeps at 5 frequencies (1, 2, 4, 8, 16 cycles)
  • 3 phase offsets (0°, 120°, 240°) for statistical robustness
  • 3 amplitude scales (0.5x, 1.0x, 2.5x) for non-linearity testing
  • Chirp signal validation with continuous frequency sweeps

Dataset Structure

Column Description
family Problem family name (always linear_system for this dataset)
question_id Question variant ID (0, 1, or 2)
signal_type Type of parameter variation (sinusoid or chirp)
amplitude_scale Scaling factor for parameter variation amplitude
frequency_cycles Frequency of parameter variation in cycles per sweep
phase_deg Starting phase of sinusoidal signal in degrees
time_step Step index within the sweep
p_value The dynamic parameter value for this time step
prompt The complete prompt text for the model
ground_truth The correct numerical answer
symbolic_baseline_answer Answer from perfect symbolic solver

Usage

from datasets import load_dataset

# Load this specific domain
dataset = load_dataset("cognitive-metrology-lab/MathBode-LinearSystem")

# Access the data
print(dataset['train'][0])

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Citation

If you use this dataset, please cite our work (citation to be added).

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