Problem Analysis #15

19.31s
3,171 toks
Problem Statement

Let the set of all relations RR on the set {a,b,c,d,e,f}\{a, b, c, d, e, f\}, such that RR is reflexive and symmetric, and RR contains exactly 10 elements, be denoted by S\mathcal{S}.Find the number of elements in S\mathcal{S}.\

Ground Truth
105
Execution Trace
Reasoning Process
import math

# Number of elements in the set
n = 6
required_total_pairs = 10
reflexive_pairs_needed = n # 6 self-loops
additional_elements_needed = required_total_pairs - reflexive_pairs_needed # 4 elements
pairs_to_add = additional_elements_needed // 2 # 2 pairs of non-reflexive elements
total_unordered_non_reflexive_pairs = n*(n-1)//2 # 15
number_of_ways = math.comb(total_unordered_non_reflexive_pairs, pairs_to_add)

print(number_of_ways)

[THOUGHT] After verifying through mathematical reasoning and confirming with Python, the calculated value matches my expectations. Hence, the number of elements in the set (\mathcal{S}) is determined. [/THOUGHT] \boxed{105}

Tool Output
[PYTHON OUTPUT] 105 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms the number of elements in S\mathcal{S} is 105. This is derived by choosing 2 symmetric non-reflexive pairs from 15 available options, combined with the mandatory 6 reflexive pairs.
[/THOUGHT]
\boxed{105}[THOUGHT] The Python output confirms the number of elements in S\mathcal{S} is 105. This is derived by choosing 2 symmetric non-reflexive pairs from 15 available options, combined with the mandatory 6 reflexive pairs.
[/THOUGHT]
\boxed{105}

Final Model Output
105

Comparative Analysis (P15) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
66.2
Deepseek-V3.2
49.3
Llama-VARCO-8B-Instruct
38.7
HCX-007(high)
19.3
Solar-Pro-2 (31B)(high)
17.9
Claude-Opus-4.5
15.9
A.X-4.0 (72B)
13.6
EXAONE-4.0.1-32B (high)
11.9
Grok-4.1-fast
11.5
GPT-5.1 (high)
9.0

Avg Token Usage

Gemini-3-Pro-Preview
5518.0
Deepseek-V3.2
4874.0
Solar-Pro-2 (31B)(high)
4347.0
Grok-4.1-fast
3868.0
Claude-Opus-4.5
3711.0
A.X-4.0 (72B)
3281.0
HCX-007(high)
3171.0
EXAONE-4.0.1-32B (high)
3027.0
GPT-5.1 (high)
2438.0
Llama-VARCO-8B-Instruct
676.0