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family
stringclasses
1 value
question_id
int64
0
2
signal_type
stringclasses
2 values
amplitude_scale
float64
0.5
2.5
frequency_cycles
float64
1
16
phase_deg
float64
0
240
time_step
int64
0
255
p_value
float64
4
6
prompt
stringlengths
64
94
ground_truth
float64
0.36
0.67
symbolic_baseline_answer
float64
0.36
0.67
ratio_saturation
0
sinusoid
0.5
1
0
0
5
What is the value of 5.0/(5.0+5)? Express as a decimal. FINAL:
0.5
0.5
ratio_saturation
0
sinusoid
0.5
1
0
1
5.019603
What is the value of 5.0196034280659125/(5.0196034280659125+5)? Express as a decimal. FINAL:
0.500978
0.500978
ratio_saturation
0
sinusoid
0.5
1
0
2
5.039018
What is the value of 5.039018064403225/(5.039018064403225+5)? Express as a decimal. FINAL:
0.501943
0.501943
ratio_saturation
0
sinusoid
0.5
1
0
3
5.058057
What is the value of 5.058056935450892/(5.058056935450892+5)? Express as a decimal. FINAL:
0.502886
0.502886
ratio_saturation
0
sinusoid
0.5
1
0
4
5.076537
What is the value of 5.076536686473018/(5.076536686473018+5)? Express as a decimal. FINAL:
0.503798
0.503798
ratio_saturation
0
sinusoid
0.5
1
0
5
5.094279
What is the value of 5.0942793473652/(5.0942793473652+5)? Express as a decimal. FINAL:
0.50467
0.50467
ratio_saturation
0
sinusoid
0.5
1
0
6
5.111114
What is the value of 5.11111404660392/(5.11111404660392+5)? Express as a decimal. FINAL:
0.505495
0.505495
ratio_saturation
0
sinusoid
0.5
1
0
7
5.126879
What is the value of 5.126878656832729/(5.126878656832729+5)? Express as a decimal. FINAL:
0.506264
0.506264
ratio_saturation
0
sinusoid
0.5
1
0
8
5.141421
What is the value of 5.141421356237309/(5.141421356237309+5)? Express as a decimal. FINAL:
0.506972
0.506972
ratio_saturation
0
sinusoid
0.5
1
0
9
5.154602
What is the value of 5.154602090672547/(5.154602090672547+5)? Express as a decimal. FINAL:
0.507612
0.507612
ratio_saturation
0
sinusoid
0.5
1
0
10
5.166294
What is the value of 5.166293922460509/(5.166293922460509+5)? Express as a decimal. FINAL:
0.508179
0.508179
ratio_saturation
0
sinusoid
0.5
1
0
11
5.176384
What is the value of 5.176384252869671/(5.176384252869671+5)? Express as a decimal. FINAL:
0.508666
0.508666
ratio_saturation
0
sinusoid
0.5
1
0
12
5.184776
What is the value of 5.184775906502257/(5.184775906502257+5)? Express as a decimal. FINAL:
0.509071
0.509071
ratio_saturation
0
sinusoid
0.5
1
0
13
5.191388
What is the value of 5.191388067146442/(5.191388067146442+5)? Express as a decimal. FINAL:
0.50939
0.50939
ratio_saturation
0
sinusoid
0.5
1
0
14
5.196157
What is the value of 5.196157056080646/(5.196157056080646+5)? Express as a decimal. FINAL:
0.509619
0.509619
ratio_saturation
0
sinusoid
0.5
1
0
15
5.199037
What is the value of 5.19903694533444/(5.19903694533444+5)? Express as a decimal. FINAL:
0.509758
0.509758
ratio_saturation
0
sinusoid
0.5
1
0
16
5.2
What is the value of 5.2/(5.2+5)? Express as a decimal. FINAL:
0.509804
0.509804
ratio_saturation
0
sinusoid
0.5
1
0
17
5.199037
What is the value of 5.19903694533444/(5.19903694533444+5)? Express as a decimal. FINAL:
0.509758
0.509758
ratio_saturation
0
sinusoid
0.5
1
0
18
5.196157
What is the value of 5.196157056080646/(5.196157056080646+5)? Express as a decimal. FINAL:
0.509619
0.509619
ratio_saturation
0
sinusoid
0.5
1
0
19
5.191388
What is the value of 5.191388067146442/(5.191388067146442+5)? Express as a decimal. FINAL:
0.50939
0.50939
ratio_saturation
0
sinusoid
0.5
1
0
20
5.184776
What is the value of 5.184775906502257/(5.184775906502257+5)? Express as a decimal. FINAL:
0.509071
0.509071
ratio_saturation
0
sinusoid
0.5
1
0
21
5.176384
What is the value of 5.176384252869671/(5.176384252869671+5)? Express as a decimal. FINAL:
0.508666
0.508666
ratio_saturation
0
sinusoid
0.5
1
0
22
5.166294
What is the value of 5.166293922460509/(5.166293922460509+5)? Express as a decimal. FINAL:
0.508179
0.508179
ratio_saturation
0
sinusoid
0.5
1
0
23
5.154602
What is the value of 5.154602090672547/(5.154602090672547+5)? Express as a decimal. FINAL:
0.507612
0.507612
ratio_saturation
0
sinusoid
0.5
1
0
24
5.141421
What is the value of 5.141421356237309/(5.141421356237309+5)? Express as a decimal. FINAL:
0.506972
0.506972
ratio_saturation
0
sinusoid
0.5
1
0
25
5.126879
What is the value of 5.126878656832729/(5.126878656832729+5)? Express as a decimal. FINAL:
0.506264
0.506264
ratio_saturation
0
sinusoid
0.5
1
0
26
5.111114
What is the value of 5.11111404660392/(5.11111404660392+5)? Express as a decimal. FINAL:
0.505495
0.505495
ratio_saturation
0
sinusoid
0.5
1
0
27
5.094279
What is the value of 5.0942793473652/(5.0942793473652+5)? Express as a decimal. FINAL:
0.50467
0.50467
ratio_saturation
0
sinusoid
0.5
1
0
28
5.076537
What is the value of 5.076536686473018/(5.076536686473018+5)? Express as a decimal. FINAL:
0.503798
0.503798
ratio_saturation
0
sinusoid
0.5
1
0
29
5.058057
What is the value of 5.058056935450892/(5.058056935450892+5)? Express as a decimal. FINAL:
0.502886
0.502886
ratio_saturation
0
sinusoid
0.5
1
0
30
5.039018
What is the value of 5.039018064403225/(5.039018064403225+5)? Express as a decimal. FINAL:
0.501943
0.501943
ratio_saturation
0
sinusoid
0.5
1
0
31
5.019603
What is the value of 5.0196034280659125/(5.0196034280659125+5)? Express as a decimal. FINAL:
0.500978
0.500978
ratio_saturation
0
sinusoid
0.5
1
0
32
5
What is the value of 5.0/(5.0+5)? Express as a decimal. FINAL:
0.5
0.5
ratio_saturation
0
sinusoid
0.5
1
0
33
4.980397
What is the value of 4.9803965719340875/(4.9803965719340875+5)? Express as a decimal. FINAL:
0.499018
0.499018
ratio_saturation
0
sinusoid
0.5
1
0
34
4.960982
What is the value of 4.960981935596775/(4.960981935596775+5)? Express as a decimal. FINAL:
0.498041
0.498041
ratio_saturation
0
sinusoid
0.5
1
0
35
4.941943
What is the value of 4.941943064549108/(4.941943064549108+5)? Express as a decimal. FINAL:
0.49708
0.49708
ratio_saturation
0
sinusoid
0.5
1
0
36
4.923463
What is the value of 4.923463313526982/(4.923463313526982+5)? Express as a decimal. FINAL:
0.496144
0.496144
ratio_saturation
0
sinusoid
0.5
1
0
37
4.905721
What is the value of 4.9057206526348/(4.9057206526348+5)? Express as a decimal. FINAL:
0.495241
0.495241
ratio_saturation
0
sinusoid
0.5
1
0
38
4.888886
What is the value of 4.88888595339608/(4.88888595339608+5)? Express as a decimal. FINAL:
0.494382
0.494382
ratio_saturation
0
sinusoid
0.5
1
0
39
4.873121
What is the value of 4.873121343167271/(4.873121343167271+5)? Express as a decimal. FINAL:
0.493575
0.493575
ratio_saturation
0
sinusoid
0.5
1
0
40
4.858579
What is the value of 4.858578643762691/(4.858578643762691+5)? Express as a decimal. FINAL:
0.492827
0.492827
ratio_saturation
0
sinusoid
0.5
1
0
41
4.845398
What is the value of 4.845397909327453/(4.845397909327453+5)? Express as a decimal. FINAL:
0.492149
0.492149
ratio_saturation
0
sinusoid
0.5
1
0
42
4.833706
What is the value of 4.833706077539491/(4.833706077539491+5)? Express as a decimal. FINAL:
0.491545
0.491545
ratio_saturation
0
sinusoid
0.5
1
0
43
4.823616
What is the value of 4.823615747130329/(4.823615747130329+5)? Express as a decimal. FINAL:
0.491022
0.491022
ratio_saturation
0
sinusoid
0.5
1
0
44
4.815224
What is the value of 4.815224093497743/(4.815224093497743+5)? Express as a decimal. FINAL:
0.490587
0.490587
ratio_saturation
0
sinusoid
0.5
1
0
45
4.808612
What is the value of 4.808611932853558/(4.808611932853558+5)? Express as a decimal. FINAL:
0.490244
0.490244
ratio_saturation
0
sinusoid
0.5
1
0
46
4.803843
What is the value of 4.803842943919354/(4.803842943919354+5)? Express as a decimal. FINAL:
0.489996
0.489996
ratio_saturation
0
sinusoid
0.5
1
0
47
4.800963
What is the value of 4.80096305466556/(4.80096305466556+5)? Express as a decimal. FINAL:
0.489846
0.489846
ratio_saturation
0
sinusoid
0.5
1
0
48
4.8
What is the value of 4.8/(4.8+5)? Express as a decimal. FINAL:
0.489796
0.489796
ratio_saturation
0
sinusoid
0.5
1
0
49
4.800963
What is the value of 4.80096305466556/(4.80096305466556+5)? Express as a decimal. FINAL:
0.489846
0.489846
ratio_saturation
0
sinusoid
0.5
1
0
50
4.803843
What is the value of 4.803842943919354/(4.803842943919354+5)? Express as a decimal. FINAL:
0.489996
0.489996
ratio_saturation
0
sinusoid
0.5
1
0
51
4.808612
What is the value of 4.808611932853558/(4.808611932853558+5)? Express as a decimal. FINAL:
0.490244
0.490244
ratio_saturation
0
sinusoid
0.5
1
0
52
4.815224
What is the value of 4.815224093497743/(4.815224093497743+5)? Express as a decimal. FINAL:
0.490587
0.490587
ratio_saturation
0
sinusoid
0.5
1
0
53
4.823616
What is the value of 4.823615747130329/(4.823615747130329+5)? Express as a decimal. FINAL:
0.491022
0.491022
ratio_saturation
0
sinusoid
0.5
1
0
54
4.833706
What is the value of 4.833706077539491/(4.833706077539491+5)? Express as a decimal. FINAL:
0.491545
0.491545
ratio_saturation
0
sinusoid
0.5
1
0
55
4.845398
What is the value of 4.845397909327453/(4.845397909327453+5)? Express as a decimal. FINAL:
0.492149
0.492149
ratio_saturation
0
sinusoid
0.5
1
0
56
4.858579
What is the value of 4.858578643762691/(4.858578643762691+5)? Express as a decimal. FINAL:
0.492827
0.492827
ratio_saturation
0
sinusoid
0.5
1
0
57
4.873121
What is the value of 4.873121343167271/(4.873121343167271+5)? Express as a decimal. FINAL:
0.493575
0.493575
ratio_saturation
0
sinusoid
0.5
1
0
58
4.888886
What is the value of 4.88888595339608/(4.88888595339608+5)? Express as a decimal. FINAL:
0.494382
0.494382
ratio_saturation
0
sinusoid
0.5
1
0
59
4.905721
What is the value of 4.9057206526348/(4.9057206526348+5)? Express as a decimal. FINAL:
0.495241
0.495241
ratio_saturation
0
sinusoid
0.5
1
0
60
4.923463
What is the value of 4.923463313526982/(4.923463313526982+5)? Express as a decimal. FINAL:
0.496144
0.496144
ratio_saturation
0
sinusoid
0.5
1
0
61
4.941943
What is the value of 4.941943064549108/(4.941943064549108+5)? Express as a decimal. FINAL:
0.49708
0.49708
ratio_saturation
0
sinusoid
0.5
1
0
62
4.960982
What is the value of 4.960981935596775/(4.960981935596775+5)? Express as a decimal. FINAL:
0.498041
0.498041
ratio_saturation
0
sinusoid
0.5
1
0
63
4.980397
What is the value of 4.9803965719340875/(4.9803965719340875+5)? Express as a decimal. FINAL:
0.499018
0.499018
ratio_saturation
0
sinusoid
0.5
2
0
0
5
What is the value of 5.0/(5.0+5)? Express as a decimal. FINAL:
0.5
0.5
ratio_saturation
0
sinusoid
0.5
2
0
1
5.039018
What is the value of 5.039018064403225/(5.039018064403225+5)? Express as a decimal. FINAL:
0.501943
0.501943
ratio_saturation
0
sinusoid
0.5
2
0
2
5.076537
What is the value of 5.076536686473018/(5.076536686473018+5)? Express as a decimal. FINAL:
0.503798
0.503798
ratio_saturation
0
sinusoid
0.5
2
0
3
5.111114
What is the value of 5.11111404660392/(5.11111404660392+5)? Express as a decimal. FINAL:
0.505495
0.505495
ratio_saturation
0
sinusoid
0.5
2
0
4
5.141421
What is the value of 5.141421356237309/(5.141421356237309+5)? Express as a decimal. FINAL:
0.506972
0.506972
ratio_saturation
0
sinusoid
0.5
2
0
5
5.166294
What is the value of 5.166293922460509/(5.166293922460509+5)? Express as a decimal. FINAL:
0.508179
0.508179
ratio_saturation
0
sinusoid
0.5
2
0
6
5.184776
What is the value of 5.184775906502257/(5.184775906502257+5)? Express as a decimal. FINAL:
0.509071
0.509071
ratio_saturation
0
sinusoid
0.5
2
0
7
5.196157
What is the value of 5.196157056080646/(5.196157056080646+5)? Express as a decimal. FINAL:
0.509619
0.509619
ratio_saturation
0
sinusoid
0.5
2
0
8
5.2
What is the value of 5.2/(5.2+5)? Express as a decimal. FINAL:
0.509804
0.509804
ratio_saturation
0
sinusoid
0.5
2
0
9
5.196157
What is the value of 5.196157056080646/(5.196157056080646+5)? Express as a decimal. FINAL:
0.509619
0.509619
ratio_saturation
0
sinusoid
0.5
2
0
10
5.184776
What is the value of 5.184775906502257/(5.184775906502257+5)? Express as a decimal. FINAL:
0.509071
0.509071
ratio_saturation
0
sinusoid
0.5
2
0
11
5.166294
What is the value of 5.166293922460509/(5.166293922460509+5)? Express as a decimal. FINAL:
0.508179
0.508179
ratio_saturation
0
sinusoid
0.5
2
0
12
5.141421
What is the value of 5.141421356237309/(5.141421356237309+5)? Express as a decimal. FINAL:
0.506972
0.506972
ratio_saturation
0
sinusoid
0.5
2
0
13
5.111114
What is the value of 5.11111404660392/(5.11111404660392+5)? Express as a decimal. FINAL:
0.505495
0.505495
ratio_saturation
0
sinusoid
0.5
2
0
14
5.076537
What is the value of 5.076536686473018/(5.076536686473018+5)? Express as a decimal. FINAL:
0.503798
0.503798
ratio_saturation
0
sinusoid
0.5
2
0
15
5.039018
What is the value of 5.039018064403225/(5.039018064403225+5)? Express as a decimal. FINAL:
0.501943
0.501943
ratio_saturation
0
sinusoid
0.5
2
0
16
5
What is the value of 5.0/(5.0+5)? Express as a decimal. FINAL:
0.5
0.5
ratio_saturation
0
sinusoid
0.5
2
0
17
4.960982
What is the value of 4.960981935596775/(4.960981935596775+5)? Express as a decimal. FINAL:
0.498041
0.498041
ratio_saturation
0
sinusoid
0.5
2
0
18
4.923463
What is the value of 4.923463313526982/(4.923463313526982+5)? Express as a decimal. FINAL:
0.496144
0.496144
ratio_saturation
0
sinusoid
0.5
2
0
19
4.888886
What is the value of 4.88888595339608/(4.88888595339608+5)? Express as a decimal. FINAL:
0.494382
0.494382
ratio_saturation
0
sinusoid
0.5
2
0
20
4.858579
What is the value of 4.858578643762691/(4.858578643762691+5)? Express as a decimal. FINAL:
0.492827
0.492827
ratio_saturation
0
sinusoid
0.5
2
0
21
4.833706
What is the value of 4.833706077539491/(4.833706077539491+5)? Express as a decimal. FINAL:
0.491545
0.491545
ratio_saturation
0
sinusoid
0.5
2
0
22
4.815224
What is the value of 4.815224093497743/(4.815224093497743+5)? Express as a decimal. FINAL:
0.490587
0.490587
ratio_saturation
0
sinusoid
0.5
2
0
23
4.803843
What is the value of 4.803842943919354/(4.803842943919354+5)? Express as a decimal. FINAL:
0.489996
0.489996
ratio_saturation
0
sinusoid
0.5
2
0
24
4.8
What is the value of 4.8/(4.8+5)? Express as a decimal. FINAL:
0.489796
0.489796
ratio_saturation
0
sinusoid
0.5
2
0
25
4.803843
What is the value of 4.803842943919354/(4.803842943919354+5)? Express as a decimal. FINAL:
0.489996
0.489996
ratio_saturation
0
sinusoid
0.5
2
0
26
4.815224
What is the value of 4.815224093497743/(4.815224093497743+5)? Express as a decimal. FINAL:
0.490587
0.490587
ratio_saturation
0
sinusoid
0.5
2
0
27
4.833706
What is the value of 4.833706077539491/(4.833706077539491+5)? Express as a decimal. FINAL:
0.491545
0.491545
ratio_saturation
0
sinusoid
0.5
2
0
28
4.858579
What is the value of 4.858578643762691/(4.858578643762691+5)? Express as a decimal. FINAL:
0.492827
0.492827
ratio_saturation
0
sinusoid
0.5
2
0
29
4.888886
What is the value of 4.88888595339608/(4.88888595339608+5)? Express as a decimal. FINAL:
0.494382
0.494382
ratio_saturation
0
sinusoid
0.5
2
0
30
4.923463
What is the value of 4.923463313526982/(4.923463313526982+5)? Express as a decimal. FINAL:
0.496144
0.496144
ratio_saturation
0
sinusoid
0.5
2
0
31
4.960982
What is the value of 4.960981935596775/(4.960981935596775+5)? Express as a decimal. FINAL:
0.498041
0.498041
ratio_saturation
0
sinusoid
0.5
2
0
32
5
What is the value of 5.0/(5.0+5)? Express as a decimal. FINAL:
0.5
0.5
ratio_saturation
0
sinusoid
0.5
2
0
33
5.039018
What is the value of 5.039018064403225/(5.039018064403225+5)? Express as a decimal. FINAL:
0.501943
0.501943
ratio_saturation
0
sinusoid
0.5
2
0
34
5.076537
What is the value of 5.076536686473018/(5.076536686473018+5)? Express as a decimal. FINAL:
0.503798
0.503798
ratio_saturation
0
sinusoid
0.5
2
0
35
5.111114
What is the value of 5.11111404660392/(5.11111404660392+5)? Express as a decimal. FINAL:
0.505495
0.505495
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MathBode-RatioSaturation: Rational Functions Domain

Ratio and saturation function 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 Rational Functions 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 ratio_saturation 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-RatioSaturation")

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

Related Datasets

Citation

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

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