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Datasets:
YMinglai
/
GSM-DC-Dataset-Sample

Tasks:
Question Answering
Text Generation
Modalities:
Tabular
Text
Formats:
json
Languages:
English
Size:
1K - 10K
Tags:
math
reasoning
Synthetic
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
problem_info
dict
node_data
dict
edges
listlengths
2
15
template_edges
listlengths
2
57
whole_template_edges
listlengths
4
84
ln
listlengths
2
4
all_param
listlengths
6
72
problem_text
listlengths
3
16
solution_text
listlengths
2
21
topological_order
listlengths
2
21
expression_relationships
dict
op
int64
2
22
condition
stringclasses
3 values
irrelevant_nodes_count
int64
0
17
{ "d": 3, "e": 13, "final_answer": 3, "p": 0.140820555004872, "question_index": [ 0, 1, 2, 1 ], "w0": 2, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 0)","(1, 2)"],["(0, 1)","(1, 0)"],["(0, 1)","(1, 1)"],["(0, 1)","(1, 2)"](...TRUNCATED)
[["(0, 1, 2, 1)","(1, 1, 2, 2)"],["(0, 1, 2, 2)","(0, 1, 2, 1)"],["(0, 1, 2, 2)","(1, 1, 2, 2)"],["((...TRUNCATED)
[["(0, 1, 2, 1)","(1, 1, 2, 2)"],["(0, 1, 2, 2)","(0, 1, 2, 1)"],["(0, 1, 2, 2)","(1, 1, 2, 2)"],["((...TRUNCATED)
[ "Ecosystems", "Creatures", "Organs" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each Stanley Park in Vancouver's Paramecium equals 2","The number of each Tardigrade(...TRUNCATED)
[ "Define Daphnia's Cardia as S; so S = 3", "Define Daphnia's Appendix as i; so i = S = 3" ]
[{"description":"Daphnia's Cardia","param":"(0, 1, 2, 2)"},{"description":"Daphnia's Appendix","para(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":2}],"op":"const","value":null},"(0,(...TRUNCATED)
2
Condition_3
5
{ "d": 4, "e": 7, "final_answer": 3, "p": 0.3120318620884, "question_index": [ 1, 2, 1, 3 ], "w0": 2, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 1)"],["(0, 1)","(1, 0)"],["(1, 0)","(2, 0)"],["(1, 1)","(2, 0)"],["(1, 1)","(2, 1)"](...TRUNCATED)
[["(1, 2, 1, 3)","(0, 1, 1, 0)"],["(1, 2, 1, 3)","(1, 1, 1, 3)"],["(0, 2, 1, 1)","(1, 2, 1, 3)"],["((...TRUNCATED)
[["(1, 2, 1, 3)","(0, 1, 1, 0)"],["(1, 2, 1, 3)","(1, 1, 1, 3)"],["(0, 2, 1, 1)","(1, 2, 1, 3)"],["((...TRUNCATED)
[ "Zoo", "Enclosure", "Animal", "Bone" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 1, 0, 0)","(0, 1, 0, 1)","(0, 1, 1(...TRUNCATED)
["The number of each Kuala Lumpur Bird Park's Ladybug Loft equals 4","The number of each Spider Web (...TRUNCATED)
[ "Define Turtle's Proximal Phalanges as s; so s = 3", "Define Turtle's Bone as Q; so Q = s = 3" ]
[{"description":"Turtle's Proximal Phalanges","param":"(0, 2, 1, 1)"},{"description":"Turtle's Bone"(...TRUNCATED)
{"(0, 0, 0, 0)":null,"(0, 0, 0, 1)":{"children":[{"children":[],"op":"const","value":1},{"children":(...TRUNCATED)
2
Condition_1
0
{ "d": 3, "e": 6, "final_answer": 2, "p": 0.9575629825307911, "question_index": [ 1, 0, 0, 1 ], "w0": 2, "w1": 4 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 1)","(1, 2)"],["(0, 2)","(1, 1)"],["(1, 0)","(2, 1)"],["(1, 1)","(2, 2)"](...TRUNCATED)
[["(0, 0, 0, 0)","(1, 0, 0, 1)"],["(-1, 0, 0, 0)","(0, 0, 0, 0)"],["(-1, 0, 0, 0)","(0, 0, 1, 2)"],[(...TRUNCATED)
[["(0, 0, 0, 0)","(1, 0, 0, 1)"],["(0, 0, 0, 0)","(1, 0, 0, 2)"],["(-1, 0, 0, 0)","(0, 0, 0, 0)"],["(...TRUNCATED)
[ "District", "Supermarket", "Product" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each Gated Community's Price Rite equals 2","The number of each Rural Homes's Dollar(...TRUNCATED)
["Define Gated Community's Price Rite as G; so G = 2","Define Gated Community's Supermarket as j; so(...TRUNCATED)
[{"description":"Gated Community's Price Rite","param":"(0, 0, 0, 0)"},{"description":"Gated Communi(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[],"op":"const","value":2},"(0, 0, 0, 1)":null,"(0, 0, 0, 2)":null,"(0, (...TRUNCATED)
2
Condition_3
5
{ "d": 2, "e": 9, "final_answer": 1, "p": 0.23563752354382303, "question_index": [ 0, 0, 2, 1 ], "w0": 3, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 0)","(1, 1)"],["(0, 0)","(1, 2)"],["(0, 1)","(1, 0)"],["(0, 1)","(1, 1)"](...TRUNCATED)
[["(0, 0, 1, 1)","(0, 0, 2, 1)"],["(0, 0, 1, 1)","(0, 0, 0, 2)"],["(0, 0, 1, 1)","(0, 0, 2, 0)"],["((...TRUNCATED)
[["(0, 0, 1, 1)","(0, 0, 2, 1)"],["(0, 0, 1, 1)","(0, 0, 0, 2)"],["(0, 0, 1, 1)","(0, 0, 2, 0)"],["((...TRUNCATED)
[ "Animal", "Bone" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each Pigeon's Furcula equals the sum of each Ostrich's Metacarpals, each Pigeon's Pr(...TRUNCATED)
["Define Ostrich's Metacarpals as S; so S = 1","Define Dove's Metacarpals as P; so P = 1 * S = 1 * 1(...TRUNCATED)
[{"description":"Ostrich's Metacarpals","param":"(0, 0, 1, 1)"},{"description":"Dove's Metacarpals",(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":0},{"children":[{"children":[],"op"(...TRUNCATED)
2
Condition_1
1
{ "d": 3, "e": 12, "final_answer": 4, "p": 0.778730730057788, "question_index": [ 0, 0, 0, 1 ], "w0": 2, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 0)","(1, 1)"],["(0, 0)","(1, 2)"],["(0, 1)","(1, 1)"],["(0, 1)","(1, 2)"](...TRUNCATED)
[["(0, 0, 2, 0)","(0, 0, 0, 1)"],["(-1, 0, 0, 0)","(0, 0, 2, 0)"],["(-1, 0, 0, 0)","(0, 0, 0, 1)"],[(...TRUNCATED)
[["(0, 0, 2, 0)","(0, 0, 0, 1)"],["(0, 0, 2, 0)","(1, 0, 2, 1)"],["(0, 0, 2, 0)","(1, 0, 2, 2)"],["((...TRUNCATED)
[ "Classroom", "Backpack", "Stationery" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each Gymnasium's Diaper Backpack equals each Rock Climbing Wall's Picnic Backpack","(...TRUNCATED)
["Define Rock Climbing Wall's Diaper Backpack as c; so c = 4","Define Gymnasium's Picnic Backpack as(...TRUNCATED)
[{"description":"Rock Climbing Wall's Diaper Backpack","param":"(0, 0, 2, 0)"},{"description":"Gymna(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":1}],"op":"const","value":null},"(0,(...TRUNCATED)
2
Condition_3
10
{ "d": 3, "e": 9, "final_answer": 3, "p": 0.272053682623394, "question_index": [ 0, 1, 0, 0 ], "w0": 2, "w1": 4 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 0)","(1, 1)"],["(0, 0)","(1, 2)"],["(0, 1)","(1, 0)"],["(0, 1)","(1, 1)"](...TRUNCATED)
[["(0, 1, 0, 0)","(1, 1, 0, 2)"],["(0, 1, 0, 1)","(0, 1, 0, 0)"],["(0, 1, 0, 1)","(1, 1, 0, 2)"],["((...TRUNCATED)
[["(0, 1, 0, 0)","(1, 1, 0, 2)"],["(0, 1, 0, 1)","(0, 1, 0, 0)"],["(0, 1, 0, 1)","(1, 1, 0, 2)"],["((...TRUNCATED)
[ "Zoo", "Enclosure", "Animal" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 1, 0(...TRUNCATED)
["The number of each Houston Zoo's Panda Exhibit equals each Singapore Zoo's Hippopotamus Tank","The(...TRUNCATED)
["Define Panda Exhibit's Lion as Y; so Y = 4","Define Panda Exhibit's Koala as v; so v = 2 * Y = 2 *(...TRUNCATED)
[{"description":"Panda Exhibit's Lion","param":"(0, 1, 0, 1)"},{"description":"Panda Exhibit's Koala(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":4}],"op":"const","value":null},"(0,(...TRUNCATED)
2
Condition_1
2
{ "d": 2, "e": 9, "final_answer": 2, "p": 0.473879847446862, "question_index": [ 0, 0, 0, 1 ], "w0": 3, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 0)","(1, 1)"],["(0, 0)","(1, 2)"],["(0, 1)","(1, 0)"],["(0, 1)","(1, 1)"](...TRUNCATED)
[["(0, 0, 1, 1)","(0, 0, 0, 1)"],["(0, 0, 0, 1)","(0, 0, 2, 0)"],["(0, 0, 0, 1)","(0, 0, 2, 1)"],["((...TRUNCATED)
[["(0, 0, 1, 1)","(0, 0, 0, 1)"],["(0, 0, 1, 1)","(1, 0, 1, 1)"],["(0, 0, 0, 1)","(0, 0, 2, 0)"],["((...TRUNCATED)
[ "District", "Supermarket" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each Colonial District's Galleria Supermarket equals 1","The number of each Historic(...TRUNCATED)
["Define Historic Downtown's T&T Supermarket as R; so R = 2","Define Colonial District's T&T Superma(...TRUNCATED)
[{"description":"Historic Downtown's T&T Supermarket","param":"(0, 0, 1, 1)"},{"description":"Coloni(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":4},{"children":[{"children":[],"op"(...TRUNCATED)
2
Condition_1
1
{ "d": 2, "e": 7, "final_answer": 0, "p": 0.377748223904177, "question_index": [ 0, 0, 0, 2 ], "w0": 2, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 0)","(1, 2)"],["(0, 1)","(1, 1)"],["(0, 1)","(1, 2)"],["(0, 2)","(1, 0)"](...TRUNCATED)
[["(0, 0, 0, 2)","(0, 0, 1, 2)"],["(0, 0, 0, 2)","(0, 0, 0, 0)"],["(0, 0, 2, 0)","(0, 0, 0, 2)"],["((...TRUNCATED)
[["(0, 0, 0, 2)","(0, 0, 1, 2)"],["(0, 0, 0, 2)","(0, 0, 0, 0)"],["(0, 0, 0, 2)","(1, 0, 0, 1)"],["((...TRUNCATED)
[ "District", "Supermarket" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each City Hall District's Safeway equals the sum of each City Hall District's Sainsb(...TRUNCATED)
["Define City Hall District's Sainsbury's as p; so p = 0","Define Bureaucratic District's Sam's Club(...TRUNCATED)
[{"description":"City Hall District's Sainsbury's","param":"(0, 0, 2, 0)"},{"description":"Bureaucra(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":0}],"op":"const","value":null},"(0,(...TRUNCATED)
2
Condition_2
3
{ "d": 4, "e": 6, "final_answer": 1, "p": 0.7733473347094091, "question_index": [ 1, 0, 1, 1 ], "w0": 2, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[["(0, 0)","(1, 0)"],["(0, 1)","(1, 1)"],["(1, 0)","(2, 0)"],["(1, 1)","(2, 1)"],["(2, 0)","(3, 0)"](...TRUNCATED)
[["(0, 0, 1, 1)","(1, 0, 1, 1)"],["(0, 0, 1, 1)","(1, 0, 1, 2)"],["(-1, 0, 0, 0)","(0, 0, 1, 1)"],["(...TRUNCATED)
[["(0, 0, 1, 1)","(1, 0, 1, 1)"],["(0, 0, 1, 1)","(1, 0, 1, 2)"],["(0, 0, 1, 1)","(1, 0, 1, 3)"],["((...TRUNCATED)
[ "Zoo", "Enclosure", "Animal", "Bone" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 1, 0, 0)","(0, 1, 0, 1)","(0, 1, 1(...TRUNCATED)
["The number of each Swordfish's Caudal Vertebrae 3 equals 4","The number of each Philadelphia Zoo's(...TRUNCATED)
["Define London Zoo's Elephant Habitat as F; so F = 1","Define London Zoo's Enclosure as l; so l = F(...TRUNCATED)
[{"description":"London Zoo's Elephant Habitat","param":"(0, 0, 1, 1)"},{"description":"London Zoo's(...TRUNCATED)
{"(0, 0, 0, 0)":{"children":[{"children":[],"op":"const","value":1}],"op":"const","value":null},"(0,(...TRUNCATED)
2
Condition_1
1
{ "d": 2, "e": 3, "final_answer": 3, "p": 0.481543879277867, "question_index": [ 1, 0, 1, 1 ], "w0": 3, "w1": 3 }
{"99 Ranch Market":null,"Accessory Carpal":null,"Accordion File":null,"Achilles Tendon":null,"Acryli(...TRUNCATED)
[ [ "(0, 0)", "(1, 2)" ], [ "(0, 1)", "(1, 0)" ], [ "(0, 2)", "(1, 1)" ] ]
[["(0, 0, 1, 0)","(1, 0, 1, 1)"],["(0, 0, 1, 0)","(0, 0, 0, 2)"],["(-1, 0, 0, 0)","(0, 0, 1, 0)"],["(...TRUNCATED)
[["(0, 0, 1, 0)","(1, 0, 1, 1)"],["(0, 0, 1, 0)","(0, 0, 0, 2)"],["(-1, 0, 0, 0)","(0, 0, 1, 0)"],["(...TRUNCATED)
[ "Animal", "Bone" ]
["(0, 0, 0, 0)","(0, 0, 0, 1)","(0, 0, 0, 2)","(0, 0, 1, 0)","(0, 0, 1, 1)","(0, 0, 1, 2)","(0, 0, 2(...TRUNCATED)
["The number of each Skink's Neural Spines equals 1","The number of each Gila Monster's Basal Plate (...TRUNCATED)
[ "Define Gila Monster's Basal Plate as w; so w = 3", "Define Gila Monster's Bone as J; so J = w = 3" ]
[{"description":"Gila Monster's Basal Plate","param":"(0, 0, 1, 0)"},{"description":"Gila Monster's (...TRUNCATED)
{"(0, 0, 0, 0)":null,"(0, 0, 0, 1)":null,"(0, 0, 0, 2)":{"children":[{"children":[],"op":"const","va(...TRUNCATED)
2
Condition_1
1
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GSM-DC Test Dataset

This dataset contains the test set for GSM-DC (Grade School Math with Distractor Chains), a synthetic math reasoning dataset with controlled complexity.

Dataset Details

  • Total Problems: 6300
  • Operation Counts (OP): 16-22 (out-of-distribution test set)
  • Problem Types: Graph-based mathematical reasoning problems
  • Noise Levels: Light, Medium, Hard (distractor difficulty)

Dataset Structure

Each problem in all_problems.json contains:

  • problem_text: The problem statement with all variables and relationships
  • solution: Step-by-step ground truth solution
  • final_answer: The numerical answer
  • n_op: Number of operations (16-22)
  • noise_level: Distractor difficulty (light/medium/hard)
  • graph_structure: Internal graph representation
  • template_id: Problem template identifier

Usage 

import json

# Load the dataset
with open('all_problems.json', 'r') as f:
    problems = json.load(f)

# Access a problem
problem = problems[0]
print(problem['problem_text'])
print(problem['solution'])
print(problem['final_answer'])

Citation

If you use this dataset, please cite:

@inproceedings{gsm-dc-2025,
    title={GSM-DC: Grade School Math with Distractor Chains},
    author={[Your Name]},
    booktitle={Proceedings of EMNLP 2025},
    year={2025}
}

Paper

Published at EMNLP 2025. [Paper Link]

License

MIT License

Downloads last month
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
6,300