Problem Analysis #47

50.91s
7,309 toks
Problem Statement

Consider the tetrahedron ABCDABCD with AB=CD=4\overline{AB} = \overline{CD} = 4 and BC=BD=25\overline{BC} = \overline{BD} = 2\sqrt{5}. Let HH be the foot of the perpendicular from AA to line CDCD. Suppose that the planes ABHABH and BCDBCD are perpendicular to each other and that AH=4\overline{AH} = 4. Let GG be the centroid of triangle ABHABH, and let SS be the sphere with center GG tangent to the plane ACDACD. Let TT be the locus of all points PP on SS such that APG=π2\angle APG = \dfrac{\pi}{2}. Find the area of the orthogonal projection of TT onto the plane ABCABC. [4 points]\subsection*{Numerical answer}If Area = πk\frac{\pi}{k}, compute kk.

Ground Truth
4
Execution Trace
Reasoning Process

[THOUGHT] Set coordinates so plane BCD is z=0 with C(-2,0,0), D(2,0,0), and B determined by BC=BD=2√5, giving B(0,4,0). Use the perpendicular-plane condition to deduce H is midpoint of CD, then use AB=4 and AH=4 to get A. Compute centroid G of triangle ABH. Find radius r1 of sphere S as distance from G to plane ACD. Locus T is intersection of S with the sphere having diameter AG (right angle condition), which is a circle in a plane normal to (A−G). Compute its radius ρ via sphere-sphere intersection, then project its area onto plane ABC using area scaling factor |cos(angle between normals)|. Simplify to form π/k. [/THOUGHT] [PYTHON] import sympy as sp

sqrt = sp.sqrt

Coordinates

C = sp.Matrix([-2,0,0]) D = sp.Matrix([2,0,0]) H = sp.Matrix([0,0,0]) B = sp.Matrix([0,4,0]) A = sp.Matrix([0,2,2*sqrt(3)])

Centroid of triangle ABH

G = (A + B + H)/3

A, B, C, D, H, G print("G =", G)

plane ACD normal

n_acd = (C-A).cross(D-A) print("n_acd =", sp.simplify(n_acd))

distance from point G to plane ACD (r1)

r1 = sp.Abs(n_acd.dot(G-A)) / sp.sqrt(n_acd.dot(n_acd)) r1_simplified = sp.simplify(r1) print("r1 =", r1_simplified)

Sphere S2: diameter AG

AG = A-G d = sp.sqrt((AG.dot(AG)))/2 # distance between centers G and M equals |AG|/2 print("d =", sp.simplify(d))

Intersection circle radius rho

x = r1_simplified2 / (2*d) # since r2=d rho2 = sp.simplify(r1_simplified2 - x**2) print("rho^2 =", rho2)

plane normals: circle plane normal n1 parallel to AG, projection plane ABC normal

n1 = AG # normal to circle plane n_abc = (B-A).cross(C-A) cos_factor = sp.simplify(sp.Abs(n1.dot(n_abc)) / (sp.sqrt(n1.dot(n1))*sp.sqrt(n_abc.dot(n_abc)))) print("cos_factor =", cos_factor)

projected area

area_proj = sp.simplify(sp.pi * rho2 * cos_factor) print("area_proj =", area_proj)

express as pi/k

k = sp.simplify(sp.pi / area_proj) print("k =", k) print("k rational?", sp.nsimplify(k)) [/PYTHON][THOUGHT] Set coordinates so plane BCD is z=0 with C(-2,0,0), D(2,0,0), and B determined by BC=BD=2√5, giving B(0,4,0). Use the perpendicular-plane condition to deduce H is midpoint of CD, then use AB=4 and AH=4 to get A. Compute centroid G of triangle ABH. Find radius r1 of sphere S as distance from G to plane ACD. Locus T is intersection of S with the sphere having diameter AG (right angle condition), which is a circle in a plane normal to (A−G). Compute its radius ρ via sphere-sphere intersection, then project its area onto plane ABC using area scaling factor |cos(angle between normals)|. Simplify to form π/k. [/THOUGHT] [PYTHON] import sympy as sp

sqrt = sp.sqrt

Coordinates

C = sp.Matrix([-2,0,0]) D = sp.Matrix([2,0,0]) H = sp.Matrix([0,0,0]) B = sp.Matrix([0,4,0]) A = sp.Matrix([0,2,2*sqrt(3)])

Centroid of triangle ABH

G = (A + B + H)/3 print("G =", G)

Plane ACD normal

n_acd = (C-A).cross(D-A) print("n_acd =", sp.simplify(n_acd))

distance from point G to plane ACD (r1)

r1 = sp.Abs(n_acd.dot(G-A)) / sp.sqrt(n_acd.dot(n_acd)) r1 = sp.simplify(r1) print("r1 =", r1)

Sphere S2: diameter AG

AG = A-G d = sp.sqrt(AG.dot(AG))/2 # distance between centers G and M equals |AG|/2 print("d =", sp.simplify(d))

Intersection circle radius rho

x = r12 / (2*d) # since r2=d rho2 = sp.simplify(r12 - x**2) print("rho^2 =", rho2)

plane normals: circle plane normal n1 parallel to AG, projection plane ABC normal

n1 = AG n_abc = (B-A).cross(C-A) cos_factor = sp.simplify(sp.Abs(n1.dot(n_abc)) / (sp.sqrt(n1.dot(n1))*sp.sqrt(n_abc.dot(n_abc)))) print("cos_factor =", cos_factor)

projected area

area_proj = sp.simplify(sp.pi * rho2 * cos_factor) print("area_proj =", area_proj)

express as pi/k

k = sp.simplify(sp.pi / area_proj) print("k =", k) print("k simplified numeric:", sp.N(k)) print("k rational guess:", sp.nsimplify(k)) PYTHON

Tool Output
[PYTHON OUTPUT] G = Matrix([[0], [2], [2*sqrt(3)/3]]) n_acd = Matrix([[0], [-8*sqrt(3)], [8]]) r1 = 2*sqrt(3)/3 d = 2*sqrt(3)/3 rho^2 = 1 cos_factor = 1/4 area_proj = pi/4 k = 4 k rational? 4 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python computation gives projected area (=\pi/4), so (\pi/k=\pi/4\Rightarrow k=4). \boxed{4}

Final Model Output
4

Comparative Analysis (P47) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
2326.5
Deepseek-V3.2
1339.3
Kanana-2-30B-Thinking-2601
227.8
Gemini-3-Pro-Preview
227.0
Solar-Pro-2 (31B)(high)
197.5
Solar-Open-100B
176.3
K-EXAONE-236B-A23B
101.2
Kanana-2-30B-Thinking
95.3
Llama-VARCO-8B-Instruct
88.5
GPT-5.1 (high)
77.0
Claude-Opus-4.5
62.7
GPT-5.2 (high)
50.9
Grok-4.1-fast
45.4
A.X-4.0 (72B)
24.3
HCX-007(high)
13.4
axk1
11.1
EXAONE-4.0.1-32B (high)
6.9

Avg Token Usage

K-EXAONE-236B-A23B
168777.3
Deepseek-V3.2
168251.0
Gemini-3-Pro-Preview
45158.0
Kanana-2-30B-Thinking-2601
41997.0
Solar-Open-100B
27674.0
Claude-Opus-4.5
22479.0
K-EXAONE-236B-A23B
22149.0
Kanana-2-30B-Thinking
13710.0
Grok-4.1-fast
12799.0
Solar-Pro-2 (31B)(high)
11892.0
GPT-5.1 (high)
9482.0
GPT-5.2 (high)
7309.0
axk1
5608.0
EXAONE-4.0.1-32B (high)
4517.0
Llama-VARCO-8B-Instruct
3060.0
A.X-4.0 (72B)
2321.0
HCX-007(high)
1815.0