{"public_id": "839a8786-d71a-4dec-9006-6ed2a16601ae", "version": 1, "title": "Modern and Romantic Art Movements + Psychological Drivers", "owner": {"username": "onurmatik", "display_name": "onurmatik"}, "published_at": "2026-07-30T06:28:48.927000+00:00", "is_owner": false, "is_latest": true, "forked_from": null, "graph": {"meta": {"top_k": 3, "clusters": [{"id": 0, "size": 3, "label": "Early 20th avant\u2011garde movements", "rationale": "Cubism, Futurism, and Surrealism are early\u201120th avant\u2011garde practices that challenge traditional representation and explore new perceptions (fractured perspectives, dynamic motion, unconscious imagery).", "member_ids": ["3", "7", "0"], "exemplar_id": "3", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Cubism", "Futurism", "Surrealism"], "exemplar_label": "Cubism", "representative_ids": ["3", "7"], "representative_labels": ["Cubism", "Futurism"]}, {"id": 1, "size": 2, "label": "Anti\u2011establishment artistic rebellion", "rationale": "Dada and rebellion share an oppositional stance to established norms and authoritative artistic conventions, using absurdity and sociopolitical dissent.", "member_ids": ["6", "15"], "exemplar_id": "6", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Dada", "rebellion"], "exemplar_label": "Dada", "representative_ids": ["6", "15"], "representative_labels": ["Dada", "rebellion"]}, {"id": 2, "size": 3, "label": "Mid\u201120th movements rethinking objecthood", "rationale": "Conceptual Art, Minimalism, and Pop Art each reconceived the art object or its meaning\u2014prioritizing ideas, reducing forms/materials, or appropriating mass imagery.", "member_ids": ["11", "4", "10"], "exemplar_id": "4", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Conceptual Art", "Minimalism", "Pop Art"], "exemplar_label": "Minimalism", "representative_ids": ["4", "11"], "representative_labels": ["Minimalism", "Conceptual Art"]}, {"id": 3, "size": 5, "label": "19th\u2013early 20th representational and emotional movements", "rationale": "Romanticism, Realism, Impressionism, Symbolism, and Expressionism are historical movements concerned with modes of representation and evoking emotion, perception, or metaphorical inner states.", "member_ids": ["5", "2", "8", "1", "9"], "exemplar_id": "1", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Expressionism", "Impressionism", "Realism", "Romanticism", "Symbolism"], "exemplar_label": "Romanticism", "representative_ids": ["1", "9"], "representative_labels": ["Romanticism", "Symbolism"]}, {"id": 4, "size": 3, "label": "Psychological and cognitive drives", "rationale": "Dream, instinct, and reason denote inner-state drivers\u2014unconscious imagery, nonconscious impulses, and deliberate logic\u2014that shape artistic content and composition.", "member_ids": ["12", "13", "14"], "exemplar_id": "13", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["dream", "instinct", "reason"], "exemplar_label": "instinct", "representative_ids": ["13", "12"], "representative_labels": ["instinct", "dream"]}], "threshold": 0.42, "edge_count": 28, "input_mode": "concept_list", "node_count": 16, "final_count": 16, "input_count": 16, "layout_model": "set_centered_angular_mds_v1", "weight_curve": "square", "cluster_count": 5, "cluster_method": "average_linkage_fixed_count_v1", "distance_count": 120, "expanded_count": 0, "expansion_mode": "contextual_hybrid", "described_count": 16, "distance_metric": "cosine", "embedding_model": "text-embedding-3-large", "expansion_model": "", "generation_model": "gpt-5-mini", "centering_applied": true, "generation_source": "ai_seed", "projection_method": "classical_mds_2d", "projection_stress": 0.35483996224278436, "relationship_mode": "clustered", "anchor_suggestions": [{"label": "sublimation", "rationale": "transformation of raw drives into cultural or artistic forms (links instinct, dream, and aesthetic refinement)"}, {"label": "authenticity", "rationale": "value of perceived sincerity or truthfulness in expression versus artifice or commodity"}, {"label": "order vs. rupture", "rationale": "degree to which works aim to stabilize meaning through structure or disrupt it through fragmentation/anti-form"}, {"label": "spectacle vs. intimacy", "rationale": "orientation toward public mass display and theatricality versus private, introspective experience"}], "cluster_silhouette": 0.08079220167818077, "embedding_provider": "openai", "centering_min_items": 4, "embedding_dimensions": 1024, "embedding_input_type": "default", "cluster_label_version": "ai_discriminative_cluster_labels_v1", "coordinate_max_radius": 0.52, "relative_vector_model": "set_centered_l2_residuals", "cluster_min_silhouette": 0.08, "cluster_selection_mode": "fixed_count", "layout_distance_metric": "angular_distance_acos_over_pi", "embedding_input_version": "label_description_v1", "neighbor_preservation_k": 3, "relationship_mode_label": "Clustered", "requested_cluster_count": 5, "neighbor_preservation_at_3": 0.6666666666666666, "relative_similarity_metric": "cosine", "description_context_version": "semantic_neighborhood_single_sense_v2", "embedding_provider_requested": "openai", "projection_positive_eigenvalues": 15, "anchor": {"id": "e6a9d420-a93d-4bb3-a895-bc9135b3e445", "label": "unconscious", "model": "text-embedding-3-large", "provider": "openai", "rank_method": "descending_similarity", "score_method": "within_map_min_max", "similarity_max": 0.673343, "similarity_min": 0.308992, "similarity_metric": "cosine"}}, "edges": [{"source": "0", "target": "5", "weight": 0.377364, "similarity": 0.6143}, {"source": "2", "target": "5", "weight": 0.371739, "similarity": 0.609704}, {"source": "4", "target": "11", "weight": 0.368718, "similarity": 0.607221}, {"source": "1", "target": "5", "weight": 0.363906, "similarity": 0.603246}, {"source": "1", "target": "9", "weight": 0.358329, "similarity": 0.598606}, {"source": "0", "target": "9", "weight": 0.347171, "similarity": 0.589212}, {"source": "5", "target": "9", "weight": 0.344814, "similarity": 0.587209}, {"source": "3", "target": "5", "weight": 0.344602, "similarity": 0.587028}, {"source": "5", "target": "7", "weight": 0.339513, "similarity": 0.582678}, {"source": "0", "target": "3", "weight": 0.338153, "similarity": 0.581509}, {"source": "2", "target": "8", "weight": 0.328639, "similarity": 0.57327}, {"source": "4", "target": "10", "weight": 0.32192, "similarity": 0.56738}, {"source": "0", "target": "6", "weight": 0.320883, "similarity": 0.566465}, {"source": "3", "target": "7", "weight": 0.320069, "similarity": 0.565746}, {"source": "4", "target": "5", "weight": 0.318508, "similarity": 0.564365}, {"source": "0", "target": "7", "weight": 0.317886, "similarity": 0.563814}, {"source": "1", "target": "2", "weight": 0.315743, "similarity": 0.56191}, {"source": "10", "target": "11", "weight": 0.310731, "similarity": 0.557432}, {"source": "3", "target": "11", "weight": 0.310069, "similarity": 0.556839}, {"source": "1", "target": "8", "weight": 0.290796, "similarity": 0.539255}, {"source": "6", "target": "7", "weight": 0.288091, "similarity": 0.536741}, {"source": "0", "target": "12", "weight": 0.280021, "similarity": 0.52917}, {"source": "3", "target": "6", "weight": 0.27999, "similarity": 0.529141}, {"source": "5", "target": "8", "weight": 0.269345, "similarity": 0.518984}, {"source": "3", "target": "10", "weight": 0.269059, "similarity": 0.518709}, {"source": "12", "target": "13", "weight": 0.249841, "similarity": 0.499841}, {"source": "6", "target": "15", "weight": 0.24165, "similarity": 0.491579}, {"source": "5", "target": "13", "weight": 0.228368, "similarity": 0.477879}], "nodes": [{"x": 0.062986, "y": 0.048939, "id": "0", "label": "Surrealism", "degree": 6, "source": "user", "cluster": 0, "description": "20th-century avant-garde art movement; unconscious imagery and dream logic; major practice in painting and poetry", "anchor_similarity": 0.620773, "anchor_score": 0.855715, "anchor_rank": 2}, {"x": 0.033822, "y": 0.457673, "id": "1", "label": "Romanticism", "degree": 4, "source": "user", "cluster": 3, "description": "late 18th\u201319th-century artistic movement; emphasis on emotion, individual imagination, and nature", "anchor_similarity": 0.374805, "anchor_score": 0.180629, "anchor_rank": 10}, {"x": -0.216282, "y": 0.317572, "id": "2", "label": "Impressionism", "degree": 3, "source": "user", "cluster": 3, "description": "late 19th-century painting movement; perceptual light/color studies and visible brushwork", "anchor_similarity": 0.361055, "anchor_score": 0.142892, "anchor_rank": 11}, {"x": -0.31315, "y": -0.202201, "id": "3", "label": "Cubism", "degree": 6, "source": "user", "cluster": 0, "description": "early 20th-century visual art style; fractured forms and multiple perspectives in painting/sculpture", "anchor_similarity": 0.336646, "anchor_score": 0.075899, "anchor_rank": 13}, {"x": -0.335344, "y": -0.128758, "id": "4", "label": "Minimalism", "degree": 3, "source": "user", "cluster": 2, "description": "mid-20th-century art movement; reduction to basic forms and materials, emphasis on objecthood", "anchor_similarity": 0.333965, "anchor_score": 0.068541, "anchor_rank": 14}, {"x": -0.018048, "y": 0.221114, "id": "5", "label": "Expressionism", "degree": 9, "source": "user", "cluster": 3, "description": "early 20th-century movement; intensified subjective emotion and distortion for effect", "anchor_similarity": 0.459251, "anchor_score": 0.4124, "anchor_rank": 6}, {"x": -0.049881, "y": -0.449765, "id": "6", "label": "Dada", "degree": 4, "source": "user", "cluster": 1, "description": "avant-garde anti-establishment movement; chance, absurdity, and anti-art tactics in multi media", "anchor_similarity": 0.421975, "anchor_score": 0.310093, "anchor_rank": 7}, {"x": -0.202629, "y": -0.030317, "id": "7", "label": "Futurism", "degree": 4, "source": "user", "cluster": 0, "description": "early 20th-century movement; celebration of speed, technology, and dynamic motion in art and manifestos", "anchor_similarity": 0.357825, "anchor_score": 0.134027, "anchor_rank": 12}, {"x": -0.138849, "y": 0.274096, "id": "8", "label": "Realism", "degree": 3, "source": "user", "cluster": 3, "description": "mid-19th-century movement; depiction of everyday life and social conditions with factual representation", "anchor_similarity": 0.308992, "anchor_score": 0.0, "anchor_rank": 16}, {"x": 0.108537, "y": 0.409355, "id": "9", "label": "Symbolism", "degree": 3, "source": "user", "cluster": 3, "description": "late 19th-century movement; use of metaphorical imagery to evoke ideas, moods, and inner states", "anchor_similarity": 0.471621, "anchor_score": 0.446351, "anchor_rank": 4}, {"x": -0.346692, "y": -0.15885, "id": "10", "label": "Pop Art", "degree": 3, "source": "user", "cluster": 2, "description": "mid-20th-century movement; appropriation of mass culture imagery and consumer icons", "anchor_similarity": 0.325686, "anchor_score": 0.045819, "anchor_rank": 15}, {"x": -0.196038, "y": -0.246748, "id": "11", "label": "Conceptual Art", "degree": 3, "source": "user", "cluster": 2, "description": "late 20th-century practice; primacy of idea over material object, dematerialized art forms", "anchor_similarity": 0.463932, "anchor_score": 0.425249, "anchor_rank": 5}, {"x": 0.52, "y": 0.0, "id": "12", "label": "dream", "degree": 2, "source": "user", "cluster": 4, "description": "psychoanalytic inner-state; spontaneous nocturnal imagery and unconscious processes influencing content", "anchor_similarity": 0.673343, "anchor_score": 1.0, "anchor_rank": 1}, {"x": 0.497541, "y": -0.078176, "id": "13", "label": "instinct", "degree": 2, "source": "user", "cluster": 4, "description": "behavioral impulse; nonconscious drives and innate reactions shaping expressive urgency", "anchor_similarity": 0.555082, "anchor_score": 0.67542, "anchor_rank": 3}, {"x": 0.32188, "y": -0.114958, "id": "14", "label": "reason", "degree": 0, "source": "user", "cluster": 4, "description": "cognitive faculty; deliberate logic, formal order, and systematic composition as compositional principle", "anchor_similarity": 0.397328, "anchor_score": 0.242448, "anchor_rank": 8}, {"x": 0.272148, "y": -0.318975, "id": "15", "label": "rebellion", "degree": 1, "source": "user", "cluster": 1, "description": "sociopolitical stance; opposition to established norms and authoritative artistic conventions", "anchor_similarity": 0.396431, "anchor_score": 0.239984, "anchor_rank": 9}], "distances": [{"source": "0", "target": "1", "distance": 0.460642, "similarity": 0.539358, "layout_distance": 0.505349, "relative_similarity": -0.016804}, {"source": "0", "target": "2", "distance": 0.472102, "similarity": 0.527898, "layout_distance": 0.531115, "relative_similarity": -0.097595}, {"source": "0", "target": "3", "distance": 0.418491, "similarity": 0.581509, "layout_distance": 0.484207, "relative_similarity": 0.049596}, {"source": "0", "target": "4", "distance": 0.535233, "similarity": 0.464767, "layout_distance": 0.567565, "relative_similarity": -0.210672}, {"source": "0", "target": "5", "distance": 0.3857, "similarity": 0.6143, "layout_distance": 0.505137, "relative_similarity": -0.016136}, {"source": "0", "target": "6", "distance": 0.433535, "similarity": 0.566465, "layout_distance": 0.474595, "relative_similarity": 0.079729}, {"source": "0", "target": "7", "distance": 0.436186, "similarity": 0.563814, "layout_distance": 0.502466, "relative_similarity": -0.007748}, {"source": "0", "target": "8", "distance": 0.529484, "similarity": 0.470516, "layout_distance": 0.541378, "relative_similarity": -0.129628}, {"source": "0", "target": "9", "distance": 0.410788, "similarity": 0.589212, "layout_distance": 0.47355, "relative_similarity": 0.082998}, {"source": "0", "target": "10", "distance": 0.505025, "similarity": 0.494975, "layout_distance": 0.531366, "relative_similarity": -0.098381}, {"source": "0", "target": "11", "distance": 0.483606, "similarity": 0.516394, "layout_distance": 0.529126, "relative_similarity": -0.091376}, {"source": "0", "target": "12", "distance": 0.47083, "similarity": 0.52917, "layout_distance": 0.446375, "relative_similarity": 0.167672}, {"source": "0", "target": "13", "distance": 0.627891, "similarity": 0.372109, "layout_distance": 0.55603, "relative_similarity": -0.175116}, {"source": "0", "target": "14", "distance": 0.678342, "similarity": 0.321658, "layout_distance": 0.561662, "relative_similarity": -0.192506}, {"source": "0", "target": "15", "distance": 0.623629, "similarity": 0.376371, "layout_distance": 0.554839, "relative_similarity": -0.171432}, {"source": "1", "target": "2", "distance": 0.43809, "similarity": 0.56191, "layout_distance": 0.467433, "relative_similarity": 0.102133}, {"source": "1", "target": "3", "distance": 0.62098, "similarity": 0.37902, "layout_distance": 0.579601, "relative_similarity": -0.247474}, {"source": "1", "target": "4", "distance": 0.564114, "similarity": 0.435886, "layout_distance": 0.540833, "relative_similarity": -0.127929}, {"source": "1", "target": "5", "distance": 0.396754, "similarity": 0.603246, "layout_distance": 0.470088, "relative_similarity": 0.093834}, {"source": "1", "target": "6", "distance": 0.670613, "similarity": 0.329387, "layout_distance": 0.586959, "relative_similarity": -0.269805}, {"source": "1", "target": "7", "distance": 0.490958, "similarity": 0.509042, "layout_distance": 0.500325, "relative_similarity": -0.001022}, {"source": "1", "target": "8", "distance": 0.460745, "similarity": 0.539255, "layout_distance": 0.459852, "relative_similarity": 0.125795}, {"source": "1", "target": "9", "distance": 0.401394, "similarity": 0.598606, "layout_distance": 0.434069, "relative_similarity": 0.205651}, {"source": "1", "target": "10", "distance": 0.579194, "similarity": 0.420806, "layout_distance": 0.537825, "relative_similarity": -0.118551}, {"source": "1", "target": "11", "distance": 0.602698, "similarity": 0.397302, "layout_distance": 0.565122, "relative_similarity": -0.203161}, {"source": "1", "target": "12", "distance": 0.683966, "similarity": 0.316034, "layout_distance": 0.534409, "relative_similarity": -0.10789}, {"source": "1", "target": "13", "distance": 0.671516, "similarity": 0.328484, "layout_distance": 0.541608, "relative_similarity": -0.130345}, {"source": "1", "target": "14", "distance": 0.693375, "similarity": 0.306625, "layout_distance": 0.532097, "relative_similarity": -0.100665}, {"source": "1", "target": "15", "distance": 0.658243, "similarity": 0.341757, "layout_distance": 0.535622, "relative_similarity": -0.111677}, {"source": "2", "target": "3", "distance": 0.443114, "similarity": 0.556886, "layout_distance": 0.478623, "relative_similarity": 0.067108}, {"source": "2", "target": "4", "distance": 0.500737, "similarity": 0.499263, "layout_distance": 0.515639, "relative_similarity": -0.049111}, {"source": "2", "target": "5", "distance": 0.390296, "similarity": 0.609704, "layout_distance": 0.481369, "relative_similarity": 0.058497}, {"source": "2", "target": "6", "distance": 0.619684, "similarity": 0.380316, "layout_distance": 0.572887, "relative_similarity": -0.226986}, {"source": "2", "target": "7", "distance": 0.49478, "similarity": 0.50522, "layout_distance": 0.518501, "relative_similarity": -0.05809}, {"source": "2", "target": "8", "distance": 0.42673, "similarity": 0.57327, "layout_distance": 0.450764, "relative_similarity": 0.154062}, {"source": "2", "target": "9", "distance": 0.473345, "similarity": 0.526655, "layout_distance": 0.49398, "relative_similarity": 0.018912}, {"source": "2", "target": "10", "distance": 0.491707, "similarity": 0.508293, "layout_distance": 0.497897, "relative_similarity": 0.006607}, {"source": "2", "target": "11", "distance": 0.510356, "similarity": 0.489644, "layout_distance": 0.521497, "relative_similarity": -0.067483}, {"source": "2", "target": "12", "distance": 0.725871, "similarity": 0.274129, "layout_distance": 0.572077, "relative_similarity": -0.224508}, {"source": "2", "target": "13", "distance": 0.642157, "similarity": 0.357843, "layout_distance": 0.539891, "relative_similarity": -0.124994}, {"source": "2", "target": "14", "distance": 0.67683, "similarity": 0.32317, "layout_distance": 0.537053, "relative_similarity": -0.116144}, {"source": "2", "target": "15", "distance": 0.722034, "similarity": 0.277966, "layout_distance": 0.587585, "relative_similarity": -0.271698}, {"source": "3", "target": "4", "distance": 0.466652, "similarity": 0.533348, "layout_distance": 0.48653, "relative_similarity": 0.042304}, {"source": "3", "target": "5", "distance": 0.412972, "similarity": 0.587028, "layout_distance": 0.491402, "relative_similarity": 0.027007}, {"source": "3", "target": "6", "distance": 0.470859, "similarity": 0.529141, "layout_distance": 0.472463, "relative_similarity": 0.086401}, {"source": "3", "target": "7", "distance": 0.434254, "similarity": 0.565746, "layout_distance": 0.471081, "relative_similarity": 0.090727}, {"source": "3", "target": "8", "distance": 0.58105, "similarity": 0.41895, "layout_distance": 0.541618, "relative_similarity": -0.130373}, {"source": "3", "target": "9", "distance": 0.590897, "similarity": 0.409103, "layout_distance": 0.564093, "relative_similarity": -0.199997}, {"source": "3", "target": "10", "distance": 0.481291, "similarity": 0.518709, "layout_distance": 0.485079, "relative_similarity": 0.046858}, {"source": "3", "target": "11", "distance": 0.443161, "similarity": 0.556839, "layout_distance": 0.470672, "relative_similarity": 0.092006}, {"source": "3", "target": "12", "distance": 0.754779, "similarity": 0.245221, "layout_distance": 0.581017, "relative_similarity": -0.251782}, {"source": "3", "target": "13", "distance": 0.724616, "similarity": 0.275384, "layout_distance": 0.580022, "relative_similarity": -0.248757}, {"source": "3", "target": "14", "distance": 0.674481, "similarity": 0.325519, "layout_distance": 0.529755, "relative_similarity": -0.09334}, {"source": "3", "target": "15", "distance": 0.669613, "similarity": 0.330387, "layout_distance": 0.550182, "relative_similarity": -0.156999}, {"source": "4", "target": "5", "distance": 0.435635, "similarity": 0.564365, "layout_distance": 0.506789, "relative_similarity": -0.021328}, {"source": "4", "target": "6", "distance": 0.531615, "similarity": 0.468385, "layout_distance": 0.508616, "relative_similarity": -0.027064}, {"source": "4", "target": "7", "distance": 0.465309, "similarity": 0.534691, "layout_distance": 0.490318, "relative_similarity": 0.030411}, {"source": "4", "target": "8", "distance": 0.507609, "similarity": 0.492391, "layout_distance": 0.494543, "relative_similarity": 0.017144}, {"source": "4", "target": "9", "distance": 0.569645, "similarity": 0.430355, "layout_distance": 0.548376, "relative_similarity": -0.151394}, {"source": "4", "target": "10", "distance": 0.43262, "similarity": 0.56738, "layout_distance": 0.452966, "relative_similarity": 0.147225}, {"source": "4", "target": "11", "distance": 0.392779, "similarity": 0.607221, "layout_distance": 0.436216, "relative_similarity": 0.199045}, {"source": "4", "target": "12", "distance": 0.776332, "similarity": 0.223668, "layout_distance": 0.591278, "relative_similarity": -0.282845}, {"source": "4", "target": "13", "distance": 0.697662, "similarity": 0.302338, "layout_distance": 0.563052, "relative_similarity": -0.196791}, {"source": "4", "target": "14", "distance": 0.662955, "similarity": 0.337045, "layout_distance": 0.52232, "relative_similarity": -0.070063}, {"source": "4", "target": "15", "distance": 0.685467, "similarity": 0.314533, "layout_distance": 0.557545, "relative_similarity": -0.179798}, {"source": "5", "target": "6", "distance": 0.499328, "similarity": 0.500672, "layout_distance": 0.53196, "relative_similarity": -0.100236}, {"source": "5", "target": "7", "distance": 0.417322, "similarity": 0.582678, "layout_distance": 0.500288, "relative_similarity": -0.000905}, {"source": "5", "target": "8", "distance": 0.481016, "similarity": 0.518984, "layout_distance": 0.519717, "relative_similarity": -0.061902}, {"source": "5", "target": "9", "distance": 0.412791, "similarity": 0.587209, "layout_distance": 0.485809, "relative_similarity": 0.044569}, {"source": "5", "target": "10", "distance": 0.527993, "similarity": 0.472007, "layout_distance": 0.561349, "relative_similarity": -0.191543}, {"source": "5", "target": "11", "distance": 0.487849, "similarity": 0.512151, "layout_distance": 0.545655, "relative_similarity": -0.142939}, {"source": "5", "target": "12", "distance": 0.602804, "similarity": 0.397196, "layout_distance": 0.536032, "relative_similarity": -0.112956}, {"source": "5", "target": "13", "distance": 0.522121, "similarity": 0.477879, "layout_distance": 0.500552, "relative_similarity": -0.001733}, {"source": "5", "target": "14", "distance": 0.641803, "similarity": 0.358197, "layout_distance": 0.551555, "relative_similarity": -0.161256}, {"source": "5", "target": "15", "distance": 0.602748, "similarity": 0.397252, "layout_distance": 0.553958, "relative_similarity": -0.168705}, {"source": "6", "target": "7", "distance": 0.463259, "similarity": 0.536741, "layout_distance": 0.471886, "relative_similarity": 0.088207}, {"source": "6", "target": "8", "distance": 0.647684, "similarity": 0.352316, "layout_distance": 0.560694, "relative_similarity": -0.189522}, {"source": "6", "target": "9", "distance": 0.664528, "similarity": 0.335472, "layout_distance": 0.587482, "relative_similarity": -0.271387}, {"source": "6", "target": "10", "distance": 0.508901, "similarity": 0.491099, "layout_distance": 0.484296, "relative_similarity": 0.049315}, {"source": "6", "target": "11", "distance": 0.525903, "similarity": 0.474097, "layout_distance": 0.504597, "relative_similarity": -0.01444}, {"source": "6", "target": "12", "distance": 0.719506, "similarity": 0.280494, "layout_distance": 0.542483, "relative_similarity": -0.13307}, {"source": "6", "target": "13", "distance": 0.674311, "similarity": 0.325689, "layout_distance": 0.532514, "relative_similarity": -0.101968}, {"source": "6", "target": "14", "distance": 0.734847, "similarity": 0.265153, "layout_distance": 0.543056, "relative_similarity": -0.134854}, {"source": "6", "target": "15", "distance": 0.508421, "similarity": 0.491579, "layout_distance": 0.446367, "relative_similarity": 0.167697}, {"source": "7", "target": "8", "distance": 0.550971, "similarity": 0.449029, "layout_distance": 0.527876, "relative_similarity": -0.087463}, {"source": "7", "target": "9", "distance": 0.517773, "similarity": 0.482227, "layout_distance": 0.521494, "relative_similarity": -0.067475}, {"source": "7", "target": "10", "distance": 0.496899, "similarity": 0.503101, "layout_distance": 0.499572, "relative_similarity": 0.001345}, {"source": "7", "target": "11", "distance": 0.547673, "similarity": 0.452327, "layout_distance": 0.544503, "relative_similarity": -0.139356}, {"source": "7", "target": "12", "distance": 0.749089, "similarity": 0.250911, "layout_distance": 0.583249, "relative_similarity": -0.258563}, {"source": "7", "target": "13", "distance": 0.634234, "similarity": 0.365766, "layout_distance": 0.533703, "relative_similarity": -0.105684}, {"source": "7", "target": "14", "distance": 0.729093, "similarity": 0.270907, "layout_distance": 0.56379, "relative_similarity": -0.199063}, {"source": "7", "target": "15", "distance": 0.641563, "similarity": 0.358437, "layout_distance": 0.53916, "relative_similarity": -0.122715}, {"source": "8", "target": "9", "distance": 0.512449, "similarity": 0.487551, "layout_distance": 0.494404, "relative_similarity": 0.017579}, {"source": "8", "target": "10", "distance": 0.523342, "similarity": 0.476658, "layout_distance": 0.493576, "relative_similarity": 0.020179}, {"source": "8", "target": "11", "distance": 0.577531, "similarity": 0.422469, "layout_distance": 0.537227, "relative_similarity": -0.116686}, {"source": "8", "target": "12", "distance": 0.710524, "similarity": 0.289476, "layout_distance": 0.538587, "relative_similarity": -0.120927}, {"source": "8", "target": "13", "distance": 0.74407, "similarity": 0.25593, "layout_distance": 0.570276, "relative_similarity": -0.218989}, {"source": "8", "target": "14", "distance": 0.73623, "similarity": 0.26377, "layout_distance": 0.544437, "relative_similarity": -0.139149}, {"source": "8", "target": "15", "distance": 0.66475, "similarity": 0.33525, "layout_distance": 0.529354, "relative_similarity": -0.092088}, {"source": "9", "target": "10", "distance": 0.572488, "similarity": 0.427512, "layout_distance": 0.537414, "relative_similarity": -0.117271}, {"source": "9", "target": "11", "distance": 0.565012, "similarity": 0.434988, "layout_distance": 0.544769, "relative_similarity": -0.140183}, {"source": "9", "target": "12", "distance": 0.592199, "similarity": 0.407801, "layout_distance": 0.489069, "relative_similarity": 0.034332}, {"source": "9", "target": "13", "distance": 0.638927, "similarity": 0.361073, "layout_distance": 0.527111, "relative_similarity": -0.085067}, {"source": "9", "target": "14", "distance": 0.682855, "similarity": 0.317145, "layout_distance": 0.52977, "relative_similarity": -0.093389}, {"source": "9", "target": "15", "distance": 0.701824, "similarity": 0.298176, "layout_distance": 0.563189, "relative_similarity": -0.197213}, {"source": "10", "target": "11", "distance": 0.442568, "similarity": 0.557432, "layout_distance": 0.458833, "relative_similarity": 0.128969}, {"source": "10", "target": "12", "distance": 0.76962, "similarity": 0.23038, "layout_distance": 0.575072, "relative_similarity": -0.233664}, {"source": "10", "target": "13", "distance": 0.763137, "similarity": 0.236863, "layout_distance": 0.58707, "relative_similarity": -0.270141}, {"source": "10", "target": "14", "distance": 0.797232, "similarity": 0.202768, "layout_distance": 0.581531, "relative_similarity": -0.253346}, {"source": "10", "target": "15", "distance": 0.615025, "similarity": 0.384975, "layout_distance": 0.508145, "relative_similarity": -0.025584}, {"source": "11", "target": "12", "distance": 0.68092, "similarity": 0.31908, "layout_distance": 0.538691, "relative_similarity": -0.121251}, {"source": "11", "target": "13", "distance": 0.694203, "similarity": 0.305797, "layout_distance": 0.560555, "relative_similarity": -0.189095}, {"source": "11", "target": "14", "distance": 0.642004, "similarity": 0.357996, "layout_distance": 0.510871, "relative_similarity": -0.034145}, {"source": "11", "target": "15", "distance": 0.640903, "similarity": 0.359097, "layout_distance": 0.532109, "relative_similarity": -0.100702}, {"source": "12", "target": "13", "distance": 0.500159, "similarity": 0.499841, "layout_distance": 0.406998, "relative_similarity": 0.288034}, {"source": "12", "target": "14", "distance": 0.672128, "similarity": 0.327872, "layout_distance": 0.471312, "relative_similarity": 0.090004}, {"source": "12", "target": "15", "distance": 0.70576, "similarity": 0.29424, "layout_distance": 0.5025, "relative_similarity": -0.007853}, {"source": "13", "target": "14", "distance": 0.617214, "similarity": 0.382786, "layout_distance": 0.45624, "relative_similarity": 0.137044}, {"source": "13", "target": "15", "distance": 0.586141, "similarity": 0.413859, "layout_distance": 0.45725, "relative_similarity": 0.133898}, {"source": "14", "target": "15", "distance": 0.678958, "similarity": 0.321042, "layout_distance": 0.484772, "relative_similarity": 0.047823}]}, "meta": {"top_k": 3, "clusters": [{"id": 0, "size": 3, "label": "Early 20th avant\u2011garde movements", "rationale": "Cubism, Futurism, and Surrealism are early\u201120th avant\u2011garde practices that challenge traditional representation and explore new perceptions (fractured perspectives, dynamic motion, unconscious imagery).", "member_ids": ["3", "7", "0"], "exemplar_id": "3", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Cubism", "Futurism", "Surrealism"], "exemplar_label": "Cubism", "representative_ids": ["3", "7"], "representative_labels": ["Cubism", "Futurism"]}, {"id": 1, "size": 2, "label": "Anti\u2011establishment artistic rebellion", "rationale": "Dada and rebellion share an oppositional stance to established norms and authoritative artistic conventions, using absurdity and sociopolitical dissent.", "member_ids": ["6", "15"], "exemplar_id": "6", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Dada", "rebellion"], "exemplar_label": "Dada", "representative_ids": ["6", "15"], "representative_labels": ["Dada", "rebellion"]}, {"id": 2, "size": 3, "label": "Mid\u201120th movements rethinking objecthood", "rationale": "Conceptual Art, Minimalism, and Pop Art each reconceived the art object or its meaning\u2014prioritizing ideas, reducing forms/materials, or appropriating mass imagery.", "member_ids": ["11", "4", "10"], "exemplar_id": "4", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Conceptual Art", "Minimalism", "Pop Art"], "exemplar_label": "Minimalism", "representative_ids": ["4", "11"], "representative_labels": ["Minimalism", "Conceptual Art"]}, {"id": 3, "size": 5, "label": "19th\u2013early 20th representational and emotional movements", "rationale": "Romanticism, Realism, Impressionism, Symbolism, and Expressionism are historical movements concerned with modes of representation and evoking emotion, perception, or metaphorical inner states.", "member_ids": ["5", "2", "8", "1", "9"], "exemplar_id": "1", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["Expressionism", "Impressionism", "Realism", "Romanticism", "Symbolism"], "exemplar_label": "Romanticism", "representative_ids": ["1", "9"], "representative_labels": ["Romanticism", "Symbolism"]}, {"id": 4, "size": 3, "label": "Psychological and cognitive drives", "rationale": "Dream, instinct, and reason denote inner-state drivers\u2014unconscious imagery, nonconscious impulses, and deliberate logic\u2014that shape artistic content and composition.", "member_ids": ["12", "13", "14"], "exemplar_id": "13", "label_source": "ai_discriminative_cluster_labels_v1", "member_labels": ["dream", "instinct", "reason"], "exemplar_label": "instinct", "representative_ids": ["13", "12"], "representative_labels": ["instinct", "dream"]}], "threshold": 0.42, "edge_count": 28, "input_mode": "concept_list", "node_count": 16, "final_count": 16, "input_count": 16, "layout_model": "set_centered_angular_mds_v1", "weight_curve": "square", "cluster_count": 5, "cluster_method": "average_linkage_fixed_count_v1", "distance_count": 120, "expanded_count": 0, "expansion_mode": "contextual_hybrid", "described_count": 16, "distance_metric": "cosine", "embedding_model": "text-embedding-3-large", "expansion_model": "", "generation_model": "gpt-5-mini", "centering_applied": true, "generation_source": "ai_seed", "projection_method": "classical_mds_2d", "projection_stress": 0.35483996224278436, "relationship_mode": "clustered", "anchor_suggestions": [{"label": "sublimation", "rationale": "transformation of raw drives into cultural or artistic forms (links instinct, dream, and aesthetic refinement)"}, {"label": "authenticity", "rationale": "value of perceived sincerity or truthfulness in expression versus artifice or commodity"}, {"label": "order vs. rupture", "rationale": "degree to which works aim to stabilize meaning through structure or disrupt it through fragmentation/anti-form"}, {"label": "spectacle vs. intimacy", "rationale": "orientation toward public mass display and theatricality versus private, introspective experience"}], "cluster_silhouette": 0.08079220167818077, "embedding_provider": "openai", "centering_min_items": 4, "embedding_dimensions": 1024, "embedding_input_type": "default", "cluster_label_version": "ai_discriminative_cluster_labels_v1", "coordinate_max_radius": 0.52, "relative_vector_model": "set_centered_l2_residuals", "cluster_min_silhouette": 0.08, "cluster_selection_mode": "fixed_count", "layout_distance_metric": "angular_distance_acos_over_pi", "embedding_input_version": "label_description_v1", "neighbor_preservation_k": 3, "relationship_mode_label": "Clustered", "requested_cluster_count": 5, "neighbor_preservation_at_3": 0.6666666666666666, "relative_similarity_metric": "cosine", "description_context_version": "semantic_neighborhood_single_sense_v2", "embedding_provider_requested": "openai", "projection_positive_eigenvalues": 15, "anchor": {"id": "e6a9d420-a93d-4bb3-a895-bc9135b3e445", "label": "unconscious", "model": "text-embedding-3-large", "provider": "openai", "rank_method": "descending_similarity", "score_method": "within_map_min_max", "similarity_max": 0.673343, "similarity_min": 0.308992, "similarity_metric": "cosine"}}, "anchors": [{"id": "e6a9d420-a93d-4bb3-a895-bc9135b3e445", "label": "unconscious", "visibility": "public", "scope": "map", "is_default": true, "is_mine": false, "can_delete": false, "can_set_default": false}], "active_anchor_id": "e6a9d420-a93d-4bb3-a895-bc9135b3e445", "anchor_limit": 20}