Problem Analysis #0

324.22s
25,437 toks
Problem Statement

For positive integers a,b,ca,b,c we say that the triple (a,b,c)(a,b,c) is \emph{cyclically divisible} if

a+1b,b+1c,c+1a\frac{a+1}{b},\quad \frac{b+1}{c},\quad \frac{c+1}{a}

are all integers.

Let T\mathcal{T} be the set of all cyclically divisible ordered triples (a,b,c)(a,b,c) of positive integers. For any positive integer nn, define

S(a,b,c):=a+b+c,S(a,b,c):=a+b+c,

and the arithmetic function F:NNF:\mathbb{N}\to\mathbb{N} by

F(n):={(a,b,c)TS(a,b,c)n}.F(n):=\bigl|\{(a,b,c)\in\mathcal{T}\mid S(a,b,c)\mid n\}\bigr|.

For arithmetic functions u,v:NCu,v:\mathbb{N}\to\mathbb{C}, define their \emph{divisor-sum combination} by

(uv)(n):=dnu(d)v ⁣(nd)(nN),(u * v)(n):=\sum_{d\mid n}u(d)\,v\!\left(\frac{n}{d}\right)\qquad(n\in\mathbb{N}),

and let 1\mathbf{1} denote the constant function 1(n)1\mathbf{1}(n)\equiv 1.

It is known that the set T\mathcal{T} is finite. Moreover, there exists an arithmetic function

G:NZ0,G:\mathbb{N}\to\mathbb{Z}_{\ge 0},

depending only on the values of S(a,b,c)S(a,b,c) for (a,b,c)T(a,b,c)\in\mathcal{T}, such that

F(n)=(G1)(n)=dnG(d)for all nN.F(n) = (G * \mathbf{1})(n) = \sum_{d\mid n} G(d) \quad\text{for all } n\in\mathbb{N}.

Let

N:=107N:=10^7

and define the integer

K:=n=1N(n!)F(n).\mathcal{K} := \prod_{n=1}^{N} \bigl(n!\bigr)^{F(n)}.

Set

E:=v2(K),E := v_2(\mathcal{K}),

the exponent of 22 in the prime factorization of K\mathcal{K}.

Using the above information, determine the exact value of the integer EE.

Ground Truth
91666486036450
Execution Trace
Reasoning Process

The problem asks for the value of E=v2(K)E = v_2(\mathcal{K}), where K=n=1N(n!)F(n)\mathcal{K} = \prod_{n=1}^{N} (n!)^{F(n)} and N=107N=10^7. First, I will identify the set T\mathcal{T} of cyclically divisible triples (a,b,c)(a,b,c). Then, I will use the derived formula E=(a,b,c)Tk=1N/S(a,b,c)v2((kS(a,b,c))!)E = \sum_{(a,b,c) \in \mathcal{T}} \sum_{k=1}^{\lfloor N/S(a,b,c) \rfloor} v_2((k \cdot S(a,b,c))!) to calculate EE.

[PYTHON] import math

def get_triples(): triples = set() # Search range for k, m, n. Based on analysis, they are small. # k(m-1) <= 1 + 2/n # If any is large, the others must be 1. # If two are 1, say m=1, n=1, then k can be anything? # Let's check m=1, n=1. # a = (k+1+1)/(k-1) = (k+2)/(k-1) = 1 + 3/(k-1). # k-1 divides 3 => k-1 in {1, 3} => k in {2, 4}. # So k is bounded even if others are 1. # Max value seems to be small. 20 is plenty. limit = 20 for k in range(1, limit): for m in range(1, limit): for n in range(1, limit): if k * m * n <= 1: continue

            denom = k * m * n - 1
            num_a = m * k + m + 1
            num_b = n * m + n + 1
            num_c = k * n + k + 1
            
            if num_a % denom == 0 and num_b % denom == 0 and num_c % denom == 0:
                a = num_a // denom
                b = num_b // denom
                c = num_c // denom
                triples.add((a, b, c))
return triples

def v2_factorial(x): # Legendre's formula: x - sum of bits of x return x - bin(x).count('1')

def solve(): triples = get_triples() print(f"Found {len(triples)} triples: {triples}")

N = 10**7
total_E = 0

# Group by sum S to optimize? Or just iterate.
# There are very few triples, so iterating is fine.

for t in triples:
    S = sum(t)
    # Calculate sum_{k=1 to floor(N/S)} v2((k*S)!)
    M = N // S
    
    # Term 1: sum of (k*S) for k=1 to M
    # S * sum(k) = S * M*(M+1)/2
    term1 = S * M * (M + 1) // 2
    
    # Term 2: sum of s2(k*S) for k=1 to M
    term2 = 0
    # This loop runs up to 10^7 in worst case (S=1, not possible here min S=3)
    # Actually min S is 3. M approx 3.3 million.
    # Python loop of 3 million is a bit slow but manageable.
    # Let's optimize if needed, but direct sum is safest.
    # To speed up, we can use a loop or vectorization if available, but standard loop is ok for 10^7 ops total across all triples.
    # How many triples?
    # Let's just run the loop.
    
    current_sum_s2 = 0
    for k in range(1, M + 1):
        val = k * S
        # bin(val).count('1') is fast
        current_sum_s2 += bin(val).count('1')
        
    contribution = term1 - current_sum_s2
    total_E += contribution
    
print(f"Total E: {total_E}")

solve() [/PYTHON]

Tool Output
[PYTHON OUTPUT] Found 10 triples: {(1, 2, 1), (2, 1, 1), (1, 3, 2), (4, 3, 5), (2, 1, 3), (1, 1, 2), (3, 2, 1), (5, 4, 3), (1, 1, 1), (3, 5, 4)} Total E: 91666486036450 [/PYTHON OUTPUT]
Reasoning Process

To solve the problem, we first need to correctly identify the set T\mathcal{T} of cyclically divisible triples (a,b,c)(a,b,c). A triple is in T\mathcal{T} if a+1b,b+1c,c+1a\frac{a+1}{b}, \frac{b+1}{c}, \frac{c+1}{a} are all integers. Let these integers be k,m,nk, m, n respectively. The system of equations is: a+1=kba+1 = kb b+1=mcb+1 = mc c+1=nac+1 = na

Solving for a,b,ca, b, c in terms of k,m,nk, m, n: a=km+k+1kmn1a = \frac{km+k+1}{kmn-1} b=mn+m+1kmn1b = \frac{mn+m+1}{kmn-1} c=nk+n+1kmn1c = \frac{nk+n+1}{kmn-1}

We iterate over positive integers k,m,nk, m, n to find valid positive integer solutions for a,b,ca, b, c. Since a1a \ge 1, we have km+k+1kmn1km+k+1 \ge kmn-1, which implies k(mnm1)2k(mn-m-1) \le 2. This bounds the search space to small integers.

Once T\mathcal{T} is found, we calculate E=v2(K)E = v_2(\mathcal{K}). Using the formula derived: E=(a,b,c)T(j=1N/Sv2((jS)!))E = \sum_{(a,b,c) \in \mathcal{T}} \left( \sum_{j=1}^{\lfloor N/S \rfloor} v_2((jS)!) \right) where S=a+b+cS = a+b+c. Using Legendre's formula v2(x!)=xs2(x)v_2(x!) = x - s_2(x), where s2(x)s_2(x) is the sum of bits of xx: j=1Mv2((jS)!)=j=1M(jSs2(jS))=SM(M+1)2j=1Ms2(jS)\sum_{j=1}^{M} v_2((jS)!) = \sum_{j=1}^{M} (jS - s_2(jS)) = S \frac{M(M+1)}{2} - \sum_{j=1}^{M} s_2(jS) where M=N/SM = \lfloor N/S \rfloor.

[PYTHON] def solve_problem(): triples = set() limit = 20 for k in range(1, limit): for m in range(1, limit): for n in range(1, limit): denom = k * m * n - 1 if denom <= 0: continue

            num_a = k * m + k + 1
            num_b = m * n + m + 1
            num_c = n * k + n + 1
            
            if num_a % denom == 0 and num_b % denom == 0 and num_c % denom == 0:
                a = num_a // denom
                b = num_b // denom
                c = num_c // denom
                
                # Verify explicitly
                if (a + 1) % b == 0 and (b + 1) % c == 0 and (c + 1) % a == 0:
                    triples.add((a, b, c))

print(f"Triples found: {triples}")

N = 10**7
total_E = 0

for t in triples:
    S = sum(t)
    M = N // S
    
    term1 = S * M * (M + 1) // 2
    term2 = 0
    
    # Calculate sum of bit counts efficiently
    # Since M is up to 3.3 million, a loop is acceptable in Python
    # but let's be reasonably efficient.
    for j in range(1, M + 1):
        val = j * S
        term2 += bin(val).count('1')
        
    total_E += (term1 - term2)
    
print(f"Total E: {total_E}")

solve_problem() [/PYTHON]

Tool Output
[PYTHON OUTPUT] Triples found: {(1, 2, 1), (2, 1, 1), (1, 2, 3), (1, 1, 2), (4, 5, 3), (3, 4, 5), (3, 1, 2), (2, 3, 1), (5, 3, 4), (1, 1, 1)} Total E: 91666486036450 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The problem asks for E=v2(K)E = v_2(\mathcal{K}) where K=n=1N(n!)F(n)\mathcal{K} = \prod_{n=1}^{N} (n!)^{F(n)}. We have F(n)=dnG(d)F(n) = \sum_{d|n} G(d). This implies lnK=n=1NF(n)ln(n!)=n=1NdnG(d)ln(n!)=d=1NG(d)k=1N/dln((kd)!)\ln \mathcal{K} = \sum_{n=1}^N F(n) \ln(n!) = \sum_{n=1}^N \sum_{d|n} G(d) \ln(n!) = \sum_{d=1}^N G(d) \sum_{k=1}^{\lfloor N/d \rfloor} \ln((kd)!). So v2(K)=d=1NG(d)k=1N/dv2((kd)!)v_2(\mathcal{K}) = \sum_{d=1}^N G(d) \sum_{k=1}^{\lfloor N/d \rfloor} v_2((kd)!).

The function GG depends on the values of S(a,b,c)=a+b+cS(a,b,c) = a+b+c for (a,b,c)T(a,b,c) \in \mathcal{T}. Specifically, F(n)F(n) counts triples (a,b,c)(a,b,c) such that S(a,b,c)nS(a,b,c) | n. Let V={S(a,b,c)(a,b,c)T}V = \{S(a,b,c) \mid (a,b,c) \in \mathcal{T}\}. Then F(n)=sV1sn×(count of triples with sum s)F(n) = \sum_{s \in V} \mathbb{1}_{s|n} \times (\text{count of triples with sum } s). Actually, the definition is F(n)={(a,b,c)TS(a,b,c)n}F(n) = |\{(a,b,c) \in \mathcal{T} \mid S(a,b,c) | n\}|. This can be rewritten as F(n)=(a,b,c)T1S(a,b,c)nF(n) = \sum_{(a,b,c) \in \mathcal{T}} \mathbb{1}_{S(a,b,c)|n}. Comparing this with F(n)=dnG(d)F(n) = \sum_{d|n} G(d), by Mobius inversion or simply matching terms, we see that G(d)G(d) is the number of triples (a,b,c)T(a,b,c) \in \mathcal{T} such that S(a,b,c)=dS(a,b,c) = d. If dd is not a sum of any triple, G(d)=0G(d) = 0. So the sum for EE becomes: E=d=1NG(d)k=1N/dv2((kd)!)E = \sum_{d=1}^N G(d) \sum_{k=1}^{\lfloor N/d \rfloor} v_2((kd)!) E=(a,b,c)Tk=1N/S(a,b,c)v2((kS(a,b,c))!)E = \sum_{(a,b,c) \in \mathcal{T}} \sum_{k=1}^{\lfloor N/S(a,b,c) \rfloor} v_2((k \cdot S(a,b,c))!).

The Python code identified the set T\mathcal{T}. The triples found are:

  1. (1, 1, 1) -> Sum = 3
  2. (1, 2, 1) -> Sum = 4
  3. (2, 1, 1) -> Sum = 4
  4. (1, 1, 2) -> Sum = 4
  5. (1, 2, 3) -> Sum = 6
  6. (2, 3, 1) -> Sum = 6
  7. (3, 1, 2) -> Sum = 6
  8. (3, 4, 5) -> Sum = 12
  9. (4, 5, 3) -> Sum = 12
  10. (5, 3, 4) -> Sum = 12

Wait, let me double check the triples from the output. Output 1: {(1, 2, 1), (2, 1, 1), (1, 3, 2), (4, 3, 5), (2, 1, 3), (1, 1, 2), (3, 2, 1), (5, 4, 3), (1, 1, 1), (3, 5, 4)} Output 2: {(1, 2, 1), (2, 1, 1), (1, 2, 3), (1, 1, 2), (4, 5, 3), (3, 4, 5), (3, 1, 2), (2, 3, 1), (5, 3, 4), (1, 1, 1)}

Let's trace the second output (which had explicit check): (1, 2, 1): (2/2, 3/1, 2/1) -> (1, 3, 2) Integers. Sum=4. (2, 1, 1): (3/1, 2/1, 2/2) -> (3, 2, 1) Integers. Sum=4. (1, 1, 2): (2/1, 2/2, 3/1) -> (2, 1, 3) Integers. Sum=4. (1, 1, 1): (2/1, 2/1, 2/1) -> (2, 2, 2) Integers. Sum=3. (1, 2, 3): (2/2, 3/3, 4/1) -> (1, 1, 4) Integers. Sum=6. (3, 1, 2): (4/1, 2/2, 3/3) -> (4, 1, 1) Integers. Sum=6. (2, 3, 1): (3/3, 4/1, 2/2) -> (1, 4, 1) Integers. Sum=6. (4, 5, 3): (5/5, 6/3, 4/4) -> (1, 2, 1) Integers. Sum=12. (3, 4, 5): (4/4, 5/5, 6/3) -> (1, 1, 2) Integers. Sum=12. (5, 3, 4): (6/3, 4/4, 5/5) -> (2, 1, 1) Integers. Sum=12.

The set of triples is correct. Sums involved: Sum = 3: 1 triple (1,1,1) Sum = 4: 3 triples (permutations of 1,1,2) Sum = 6: 3 triples (permutations of 1,2,3) Sum = 12: 3 triples (permutations of 3,4,5)

The code calculated EE by summing contributions for each triple. The formula used: Contribution = k=1N/S(kSs2(kS))=SM(M+1)2k=1Ms2(kS)\sum_{k=1}^{\lfloor N/S \rfloor} (kS - s_2(kS)) = S \frac{M(M+1)}{2} - \sum_{k=1}^M s_2(kS). This matches the logic. The code output is 91666486036450. I should verify if there are any other triples. The bounds analysis: k(mnm1)2k(mn-m-1) \le 2. Case 1: mnm10    m(n1)1mn-m-1 \le 0 \implies m(n-1) \le 1. Subcase 1.1: n=1n=1. Then 10-1 \le 0 (always true). kk can be anything? If n=1n=1, c=(k+2)/(km1)c = (k+2)/(km-1). b=(m+2)/(km1)b = (m+2)/(km-1). a=(km+k+1)/(km1)=1+(k+2)/(km1)a = (km+k+1)/(km-1) = 1 + (k+2)/(km-1). For cc to be integer, km1k+2    k(m1)3km-1 \le k+2 \implies k(m-1) \le 3. If m=1m=1, 030 \le 3. kk can be anything? If m=1,n=1m=1, n=1: a=1+(k+2)/(k1)=1+1+3/(k1)=2+3/(k1)a = 1 + (k+2)/(k-1) = 1 + 1 + 3/(k-1) = 2 + 3/(k-1). k1{1,3}    k{2,4}k-1 \in \{1, 3\} \implies k \in \{2, 4\}. k=2    a=2+3=5k=2 \implies a=2+3=5. b=(1+2)/1=3b=(1+2)/1=3. c=(2+2)/1=4c=(2+2)/1=4. Triple (5,3,4). Sum=12. k=4    a=2+1=3k=4 \implies a=2+1=3. b=3/3=1b=3/3=1. c=6/3=2c=6/3=2. Triple (3,1,2). Sum=6. Wait, if k=1k=1, denom=0, invalid.

If m=2,n=1m=2, n=1: k(1)3    k{1,2,3}k(1) \le 3 \implies k \in \{1, 2, 3\}. k=1    k=1 \implies denom 1211=11*2*1-1=1. a=(2+1+1)/1=4,b=(2+1)/1=3,c=(1+1)/1=2a=(2+1+1)/1=4, b=(2+1)/1=3, c=(1+1)/1=2. (4,3,2)? Check: (5/3 no). Let's recheck equations. a=(km+k+1)/(kmn1)a = (km+k+1)/(kmn-1) b=(mn+m+1)/(kmn1)b = (mn+m+1)/(kmn-1) c=(nk+n+1)/(kmn1)c = (nk+n+1)/(kmn-1)

For (4,3,2): a=4,b=3,c=2a=4, b=3, c=2. (4+1)/3=5/3(4+1)/3 = 5/3 No. Why did the formula give it? k=1,m=2,n=1k=1, m=2, n=1. Denom=1. a=12+1+1=4a = 1*2+1+1 = 4. b=21+2+1=5b = 2*1+2+1 = 5. c=11+1+1=3c = 1*1+1+1 = 3. Triple (4,5,3). Check: 5/5=1,6/3=2,4/4=15/5=1, 6/3=2, 4/4=1. Yes. Sum=12.

k=2,m=2,n=1k=2, m=2, n=1. Denom 41=34-1=3. a=4+2+1=7a = 4+2+1=7. No. k=3,m=2,n=1k=3, m=2, n=1. Denom 61=56-1=5. a=6+3+1=10a = 6+3+1=10. 10/5=210/5=2. b=2+2+1=5b = 2+2+1=5. 5/5=15/5=1. c=3+1+1=5c = 3+1+1=5. 5/5=15/5=1. Triple (2,1,1). Check: 3/1=3,2/1=2,2/2=13/1=3, 2/1=2, 2/2=1. Yes. Sum=4.

If m=3,n=1m=3, n=1: k(2)3    k=1k(2) \le 3 \implies k=1. k=1,m=3,n=1k=1, m=3, n=1. Denom 31=23-1=2. a=3+1+1=5a = 3+1+1=5. No.

If m=4,n=1m=4, n=1: k(3)3    k=1k(3) \le 3 \implies k=1. k=1,m=4,n=1k=1, m=4, n=1. Denom 3. a=4+1+1=6    2a = 4+1+1=6 \implies 2. b=4+4+1=9    3b = 4+4+1=9 \implies 3. c=1+1+1=3    1c = 1+1+1=3 \implies 1. Triple (2,3,1). Sum=6.

Subcase 1.2: m(n1)=1    m=1,n=2m(n-1) = 1 \implies m=1, n=2. k(211)2    02k(2-1-1) \le 2 \implies 0 \le 2. Always true. n=2,m=1n=2, m=1. a=(k+k+1)/(2k1)=(2k+1)/(2k1)=1+2/(2k1)a = (k+k+1)/(2k-1) = (2k+1)/(2k-1) = 1 + 2/(2k-1). 2k12k-1 divides 2. 2k1{1,2}2k-1 \in \{1, 2\}. Since odd, 2k1=1    k=12k-1=1 \implies k=1. k=1,m=1,n=2k=1, m=1, n=2. Denom 1. a=1+1+1=3a = 1+1+1=3. b=2+1+1=4b = 2+1+1=4. c=2+2+1=5c = 2+2+1=5. Triple (3,4,5). Sum=12.

Subcase 1.3: m(n1)=2    (m=1,n=3)m(n-1) = 2 \implies (m=1, n=3) or (m=2,n=2)(m=2, n=2). If m=1,n=3m=1, n=3: k(311)2    k2k(3-1-1) \le 2 \implies k \le 2. k=1k=1: Denom 31=23-1=2. a=3/2a=3/2 No. k=2k=2: Denom 61=56-1=5. a=5/5=1a=5/5=1. b=(3+1+1)/5=1b=(3+1+1)/5=1. c=(6+2+1)/5c=(6+2+1)/5 No.

If m=2,n=2m=2, n=2: k(421)2    k2k(4-2-1) \le 2 \implies k \le 2. k=1k=1: Denom 41=34-1=3. a=4/3a=4/3 No. k=2k=2: Denom 81=78-1=7. a=7/7=1a=7/7=1. b=7/7=1b=7/7=1. c=7/7=1c=7/7=1. Triple (1,1,1). Sum=3.

Case 2: mnm1=1mn-m-1 = 1. m(n1)=2m(n-1) = 2. Same as above subcase 1.3 logic for m,nm,n. Wait, mnm1=1    m(n1)=2mn-m-1=1 \implies m(n-1)=2. Then k(1)2    k{1,2}k(1) \le 2 \implies k \in \{1, 2\}. We checked these in 1.3 logic? No, the inequality was k()2k(\dots) \le 2. Here the condition is k2k \le 2. If m=1,n=3m=1, n=3: k=1k=1: Denom 31=23-1=2. a=3/2a=3/2 No. k=2k=2: Denom 55. a=1,b=1,c=9/5a=1, b=1, c=9/5 No. If m=2,n=2m=2, n=2: k=1k=1: Denom 3. a=4/3a=4/3 No. k=2k=2: Denom 7. (1,1,1).

Case 3: mnm1=2mn-m-1 = 2. m(n1)=3    (m=1,n=4)m(n-1) = 3 \implies (m=1, n=4) or (m=3,n=2)(m=3, n=2). k(2)2    k=1k(2) \le 2 \implies k=1. If m=1,n=4,k=1m=1, n=4, k=1: Denom 41=34-1=3. a=3/3=1a=3/3=1. b=6/3=2b=6/3=2. c=6/3=2c=6/3=2. Triple (1,2,2). Check: 2/2=1,3/22/2=1, 3/2 No. If m=3,n=2,k=1m=3, n=2, k=1: Denom 61=56-1=5. a=5/5=1a=5/5=1. b=8/5b=8/5 No.

It seems I have covered the cases. The code's search range of 20 was sufficient. The triples are exactly the 10 found. The calculation of E is straightforward summation. The result 91666486036450 seems plausible for N=107N=10^7 and sum of factorials. Wait, v2(N!)Nv_2(N!) \approx N. Here we have v2((kS)!)\sum v_2((kS)!). For a fixed SS, k=1N/SkSS(N/S)22=N22S\sum_{k=1}^{N/S} kS \approx S \frac{(N/S)^2}{2} = \frac{N^2}{2S}. With N=107N=10^7, N2=1014N^2 = 10^{14}. S{3,4,6,12}S \in \{3, 4, 6, 12\}. For S=3S=3: 1014/61.6×101310^{14}/6 \approx 1.6 \times 10^{13}. For S=4S=4: 3×1014/83.7×10133 \times 10^{14}/8 \approx 3.7 \times 10^{13}. For S=6S=6: 3×1014/122.5×10133 \times 10^{14}/12 \approx 2.5 \times 10^{13}. For S=12S=12: 3×1014/241.2×10133 \times 10^{14}/24 \approx 1.2 \times 10^{13}. Total approx (1.6+3.7+2.5+1.2)×10139×1013(1.6 + 3.7 + 2.5 + 1.2) \times 10^{13} \approx 9 \times 10^{13}. The result 9.16×10139.16 \times 10^{13} matches this magnitude perfectly.

I am confident in the result. [/THOUGHT]

\boxed{91666486036450}

Final Model Output
91666486036450

Comparative Analysis (P0) (Average across runs)

Avg Time Taken

Deepseek-R1-distill-Qwen-32B (high)
1136.6
Qwen3-30B-A3B-2507
550.5
Solar-Pro-2 (31B)(high)
382.0
Gemini-3-Pro-Preview
302.1
Deepseek-V3.2
287.0
HCX-007(high)
234.6
Grok-4.1-fast
113.6
GPT-5.1 (high)
109.5
Gemma-3-27B
87.5
GPT-oss-20B (high)
79.3
A.X-4.0 (72B)
56.4
Claude-Opus-4.5
39.1
Llama-VARCO-8B-Instruct
31.3
EXAONE-4.0.1-32B (high)
16.2

Avg Token Usage

Solar-Pro-2 (31B)(high)
146942.0
Gemini-3-Pro-Preview
28923.0
Deepseek-R1-distill-Qwen-32B (high)
24609.7
Grok-4.1-fast
20551.3
Deepseek-V3.2
19976.7
Qwen3-30B-A3B-2507
14717.7
GPT-oss-20B (high)
14426.7
GPT-5.1 (high)
11798.0
Claude-Opus-4.5
11332.7
A.X-4.0 (72B)
8872.0
Llama-VARCO-8B-Instruct
5431.3
EXAONE-4.0.1-32B (high)
5162.7
HCX-007(high)
4787.3
Gemma-3-27B
3081.3