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Survey Response Breakdown - Survey 118

User ID Submitted At Duration Ideal budget Far VectorNear Vector View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 31-12-2025 08:47 N/A [35, 30, 35] 0%100% View Response

Survey Response Breakdown - Survey 119

User ID Submitted At Duration Ideal budget Far VectorNear Vector View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 31-12-2025 18:59 N/A [35, 50, 15] 0%100% View Response

Survey Response Breakdown - Survey 127

User ID Submitted At Duration Ideal budget Far VectorNear Vector View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 20-01-2026 16:34 N/A [30, 15, 30, 25] 80%20% View Response

Survey Response Breakdown - Survey 145

User ID Submitted At Duration Ideal budget l2leontief View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 30-03-2026 19:57 N/A [25, 25, 25, 15, 10] 0%0% View Response

Survey Response Breakdown - Survey 170

User ID Submitted At Duration Ideal budget Identity ConsistencyPreferred Subject View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 08-02-2026 18:27 N/A [30, 20, 30, 20] 60%Ministry of Health View Response

Survey Response Breakdown - Survey 177

User ID Submitted At Duration Ideal budget cosine_similarityleontief View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 06-07-2026 16:40 76s [35, 30, 35] 0%0% View Response

Survey Response Breakdown - Survey 182

User ID Submitted At Duration Ideal budget cosine_similaritykl View Response
3d9baa79c... 3d9baa79cb7ebe53d7c847749bb9e62c 23-07-2026 10:27 202s [30, 20, 30, 20] 0%0% View Response

User ID: 3d9baa79cb7ebe53d7c847749bb9e62c

Survey ID: 118

Ideal budget: [35, 30, 35]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
Far Vector 0%
Near Vector 100%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
[5, 80, 15] Further Vector
✓ [26, 39, 35] Nearer Vector
Pair #2
Original choice: Option 2
Choice Option Type
[1, 75, 24] Further Vector
✓ [30, 36, 34] Nearer Vector
Pair #3
Original choice: Option 2
Choice Option Type
[1, 56, 43] Further Vector
✓ [26, 32, 42] Nearer Vector
Pair #4
Original choice: Option 1
Choice Option Type
[18, 50, 32] Further Vector
✓ [22, 44, 34] Nearer Vector
Pair #5
Original choice: Option 1
Choice Option Type
[5, 11, 84] Further Vector
✓ [10, 23, 67] Nearer Vector
Pair #6
Original choice: Option 1
Choice Option Type
[27, 51, 22] Further Vector
✓ [30, 46, 24] Nearer Vector
Pair #7
Original choice: Option 1
Choice Option Type
[41, 6, 53] Further Vector
✓ [35, 29, 36] Nearer Vector
Pair #8
Original choice: Option 1
Choice Option Type
[10, 36, 54] Further Vector
✓ [30, 34, 36] Nearer Vector
Pair #9
Original choice: Option 1
Choice Option Type
[54, 6, 40] Further Vector
✓ [39, 21, 40] Nearer Vector
Pair #10
Original choice: Option 2
Choice Option Type
[43, 24, 33] Further Vector
✓ [42, 25, 33] Nearer Vector

Survey ID: 119

Ideal budget: [35, 50, 15]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
Far Vector 0%
Near Vector 100%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
[40, 29, 31] Further Vector
✓ [35, 38, 27] Nearer Vector
Pair #2
Original choice: Option 2
Choice Option Type
[10, 31, 59] Further Vector
✓ [23, 43, 34] Nearer Vector
Pair #3
Original choice: Option 2
Choice Option Type
[23, 22, 55] Further Vector
✓ [32, 33, 35] Nearer Vector
Pair #4
Original choice: Option 2
Choice Option Type
[14, 7, 79] Further Vector
✓ [16, 32, 52] Nearer Vector
Pair #5
Original choice: Option 2
Choice Option Type
[14, 15, 71] Further Vector
✓ [25, 31, 44] Nearer Vector
Pair #6
Original choice: Option 2
Choice Option Type
[67, 24, 9] Further Vector
✓ [57, 29, 14] Nearer Vector
Pair #7
Original choice: Option 2
Choice Option Type
[75, 19, 6] Further Vector
✓ [44, 45, 11] Nearer Vector
Pair #8
Original choice: Option 1
Choice Option Type
[9, 30, 61] Further Vector
✓ [15, 42, 43] Nearer Vector
Pair #9
Original choice: Option 2
Choice Option Type
[20, 22, 58] Further Vector
✓ [29, 41, 30] Nearer Vector
Pair #10
Original choice: Option 2
Choice Option Type
[56, 2, 42] Further Vector
✓ [47, 27, 26] Nearer Vector

Survey ID: 127

Ideal budget: [30, 15, 30, 25]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
Far Vector 80%
Near Vector 20%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
✓ [25, 35, 20, 20] kl: {best: -0.11, worst: -0.23}
[50, 25, 10, 15] anti_leontief: {best: -1.67, worst: -2.33}
Pair #2
Original choice: Option 2
Choice Option Type
✓ [20, 35, 25, 20] kl: {best: -0.11, worst: -0.23}
[10, 25, 50, 15] anti_leontief: {best: -1.67, worst: -2.33}
Pair #3
Original choice: Option 2
Choice Option Type
✓ [25, 30, 25, 20] kl: {best: -0.06, worst: -0.18}
[45, 10, 10, 35] anti_leontief: {best: -1.50, worst: -2.00}
Pair #4
Original choice: Option 1
Choice Option Type
✓ [20, 30, 25, 25] kl: {best: -0.07, worst: -0.18}
[10, 10, 45, 35] anti_leontief: {best: -1.50, worst: -2.00}
Pair #5
Original choice: Option 2
Choice Option Type
[20, 40, 25, 15] kl: {best: -0.16, worst: -0.30}
✓ [55, 25, 10, 10] anti_leontief: {best: -1.83, worst: -2.67}
Pair #6
Original choice: Option 1
Choice Option Type
[25, 40, 20, 15] kl: {best: -0.16, worst: -0.30}
✓ [10, 25, 55, 10] anti_leontief: {best: -1.83, worst: -2.67}
Pair #7
Original choice: Option 2
Choice Option Type
✓ [25, 30, 20, 25] kl: {best: -0.07, worst: -0.17}
[35, 15, 10, 40] anti_leontief: {best: -1.60, worst: -2.00}
Pair #8
Original choice: Option 1
Choice Option Type
✓ [30, 30, 20, 20] kl: {best: -0.07, worst: -0.19}
[10, 10, 40, 40] anti_leontief: {best: -1.60, worst: -2.00}
Pair #9
Original choice: Option 2
Choice Option Type
✓ [20, 30, 30, 20] kl: {best: -0.07, worst: -0.17}
[10, 20, 30, 40] anti_leontief: {best: -1.60, worst: -2.00}
Pair #10
Original choice: Option 1
Choice Option Type
✓ [25, 30, 30, 15] kl: {best: -0.08, worst: -0.19}
[40, 10, 10, 40] anti_leontief: {best: -1.60, worst: -2.00}

Survey ID: 145

Ideal budget: [25, 25, 25, 15, 10]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
l2 (Rank) 100%
leontief (Rank) 0%
Pairs List
Pair #1
Original choice: Option 1
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 35, 15, 20, 20] l2: {best: -23.45, worst: -39.37}
[15, 15, 15, 10, 45] leontief: {best: 0.60, worst: 0.40}
Pair #2
Original choice: Option 1
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 10, 30, 15, 10] l2: {best: -18.71, worst: -29.15}
[15, 25, 15, 10, 35] leontief: {best: 0.60, worst: 0.40}
Pair #3
Original choice: Option 2
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 10, 25, 20, 10] l2: {best: -18.71, worst: -29.15}
[15, 25, 15, 10, 35] leontief: {best: 0.60, worst: 0.40}
Pair #4
Original choice: Option 2
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 10, 25, 20, 10] l2: {best: -18.71, worst: -29.15}
[20, 15, 15, 15, 35] leontief: {best: 0.60, worst: 0.40}
Pair #5
Original choice: Option 1
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 10, 25, 15, 15] l2: {best: -18.71, worst: -29.15}
[20, 15, 15, 15, 35] leontief: {best: 0.60, worst: 0.40}
Pair #6
Original choice: Option 2
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 30, 10, 15, 10] l2: {best: -18.71, worst: -29.15}
[20, 15, 15, 15, 35] leontief: {best: 0.60, worst: 0.40}
Pair #7
Original choice: Option 2
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 25, 10, 20, 10] l2: {best: -18.71, worst: -29.15}
[20, 15, 15, 15, 35] leontief: {best: 0.60, worst: 0.40}
Pair #8
Original choice: Option 2
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 25, 10, 15, 15] l2: {best: -18.71, worst: -29.15}
[20, 15, 15, 15, 35] leontief: {best: 0.60, worst: 0.40}
Pair #9
Original choice: Option 2
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [25, 10, 30, 15, 20] l2: {best: -18.71, worst: -34.64}
[15, 15, 15, 15, 40] leontief: {best: 0.60, worst: 0.40}
Pair #10
Original choice: Option 1
Pair Score: 0.47
Score = min(L2 advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [25, 10, 30, 20, 15] l2: {best: -17.32, worst: -34.64}
[15, 15, 15, 15, 40] leontief: {best: 0.60, worst: 0.40}

Identity Asymmetry Analysis

Identity Consistency: 60.0%

Dominant Preference: Ministry of Health

Pain Curve
Step Magnitude Preferred Subject
1 3 Ministry of Defense
2 6 Ministry of Defense
3 9 Ministry of Health
4 12 Ministry of Health
5 15 Ministry of Health
6 18 Ministry of Health
7 21 Ministry of Health
8 24 Ministry of Health
9 27 Ministry of Defense
10 30 Ministry of Defense

Survey ID: 170

Ideal budget: [30, 20, 30, 20]
⏱️ Response Time: N/A
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
[27, 20, 33, 20] Option 1
✓ [33, 20, 27, 20] Option 2
Pair #2
Original choice: Option 1
Choice Option Type
[24, 20, 36, 20] Option 1
✓ [36, 20, 24, 20] Option 2
Pair #3
Original choice: Option 1
Choice Option Type
✓ [21, 20, 39, 20] Option 1
[39, 20, 21, 20] Option 2
Pair #4
Original choice: Option 1
Choice Option Type
✓ [18, 20, 42, 20] Option 1
[42, 20, 18, 20] Option 2
Pair #5
Original choice: Option 1
Choice Option Type
✓ [15, 20, 45, 20] Option 1
[45, 20, 15, 20] Option 2
Pair #6
Original choice: Option 1
Choice Option Type
✓ [12, 20, 48, 20] Option 1
[48, 20, 12, 20] Option 2
Pair #7
Original choice: Option 2
Choice Option Type
✓ [9, 20, 51, 20] Option 1
[51, 20, 9, 20] Option 2
Pair #8
Original choice: Option 2
Choice Option Type
✓ [6, 20, 54, 20] Option 1
[54, 20, 6, 20] Option 2
Pair #9
Original choice: Option 2
Choice Option Type
[3, 20, 57, 20] Option 1
✓ [57, 20, 3, 20] Option 2
Pair #10
Original choice: Option 2
Choice Option Type
[0, 20, 60, 20] Option 1
✓ [60, 20, 0, 20] Option 2

Survey ID: 177

Ideal budget: [35, 30, 35]
⏱️ Response Time: 76s
Survey Summary
Choice Percentage
cosine_similarity (Rank) 100%
leontief (Rank) 0%
Pairs List
Pair #1
Original choice: Option 1
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [50, 10, 40] cosine_similarity: {best: 0.92, worst: 0.83}
[20, 60, 20] leontief: {best: 0.57, worst: 0.33}
Pair #2
Original choice: Option 1
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [40, 10, 50] cosine_similarity: {best: 0.92, worst: 0.83}
[20, 60, 20] leontief: {best: 0.57, worst: 0.33}
Pair #3
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [45, 10, 45] cosine_similarity: {best: 0.93, worst: 0.83}
[20, 60, 20] leontief: {best: 0.57, worst: 0.33}
Pair #4
Original choice: Option 1
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [50, 40, 10] cosine_similarity: {best: 0.88, worst: 0.74}
[15, 70, 15] leontief: {best: 0.43, worst: 0.29}
Pair #5
Original choice: Option 1
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 40, 50] cosine_similarity: {best: 0.88, worst: 0.79}
[20, 65, 15] leontief: {best: 0.43, worst: 0.29}
Pair #6
Original choice: Option 2
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 40, 50] cosine_similarity: {best: 0.88, worst: 0.74}
[15, 70, 15] leontief: {best: 0.43, worst: 0.29}
Pair #7
Original choice: Option 1
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 40, 50] cosine_similarity: {best: 0.88, worst: 0.79}
[15, 65, 20] leontief: {best: 0.43, worst: 0.29}
Pair #8
Original choice: Option 1
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [50, 40, 10] cosine_similarity: {best: 0.88, worst: 0.79}
[20, 65, 15] leontief: {best: 0.43, worst: 0.29}
Pair #9
Original choice: Option 1
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 45, 45] cosine_similarity: {best: 0.88, worst: 0.74}
[15, 70, 15] leontief: {best: 0.43, worst: 0.29}
Pair #10
Original choice: Option 2
Pair Score: 0.33
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [50, 40, 10] cosine_similarity: {best: 0.88, worst: 0.79}
[15, 65, 20] leontief: {best: 0.43, worst: 0.29}

Survey ID: 182

Ideal budget: [30, 20, 30, 20]
⏱️ Response Time: 202s
Survey Summary
Choice Percentage
cosine_similarity (Rank) 60%
kl (Rank) 40%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 35, 10, 20] cosine_similarity: {best: 0.88, worst: 0.85}
[20, 45, 20, 15] kl: {best: -0.14, worst: -0.17}
Pair #2
Original choice: Option 1
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [35, 20, 10, 35] cosine_similarity: {best: 0.88, worst: 0.85}
[20, 45, 20, 15] kl: {best: -0.14, worst: -0.17}
Pair #3
Original choice: Option 1
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 35, 35, 20] cosine_similarity: {best: 0.88, worst: 0.85}
[20, 45, 20, 15] kl: {best: -0.14, worst: -0.17}
Pair #4
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 20, 35, 35] cosine_similarity: {best: 0.88, worst: 0.85}
[20, 45, 20, 15] kl: {best: -0.14, worst: -0.17}
Pair #5
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [10, 20, 35, 35] cosine_similarity: {best: 0.88, worst: 0.85}
[20, 15, 20, 45] kl: {best: -0.14, worst: -0.17}
Pair #6
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[35, 20, 10, 35] cosine_similarity: {best: 0.88, worst: 0.85}
✓ [20, 15, 20, 45] kl: {best: -0.14, worst: -0.17}
Pair #7
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[10, 35, 35, 20] cosine_similarity: {best: 0.88, worst: 0.85}
✓ [20, 15, 20, 45] kl: {best: -0.14, worst: -0.17}
Pair #8
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[35, 35, 10, 20] cosine_similarity: {best: 0.88, worst: 0.85}
✓ [20, 15, 20, 45] kl: {best: -0.14, worst: -0.17}
Pair #9
Original choice: Option 2
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [30, 35, 10, 25] cosine_similarity: {best: 0.88, worst: 0.85}
[20, 45, 20, 15] kl: {best: -0.14, worst: -0.17}
Pair #10
Original choice: Option 1
Pair Score: 0.13
Score = min(Cosine Similarity advantage, KL advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[30, 25, 10, 35] cosine_similarity: {best: 0.88, worst: 0.85}
✓ [20, 45, 20, 15] kl: {best: -0.14, worst: -0.17}