{ "kg": { "adapter": "synth_kg_text.kg.hetionet:HetionetAdapter", "name": "hetionet", "version": "v1.0", "raw_path": null, "cache_dir": "/work/evaluation/synth-kg-text/.cache/kg", "artifacts_dir": "/work/evaluation/synth-kg-text/artifacts", "source_url": "https://media.githubusercontent.com/media/hetio/hetionet/main/hetnet/json/hetionet-v1.0.json.bz2", "sha256": "a342ab57e9073e6c02bb5e109d1f16917e6f933be4e5c77ebbaebfa26b984c19", "expected_size": 16112094, "expected_nodes": 47031, "expected_edges": 2250197, "expected_node_types": 11, "expected_relation_types": 24, "terminology": "Hetionet v1.0", "metapaths": [] }, "dataset": { "allocation": { "mode": "weights", "target_examples": null, "tasks": { "atomic_qa": 0.2, "mcq": 0.16, "support_classification": 0.16, "relation_classification": 0.16, "multihop_qa": 0.2, "graph_to_text": 0.08, "text_to_graph": 0.04 } }, "oversampling_fraction": 0.2, "seed": 42, "splits": { "train": 0.9, "validation": 0.05, "test": 0.05 }, "max_message_tokens": 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"hard_negative_fraction": 0.5, "min_neighborhood_edges": 3, "max_neighborhood_edges": 7, "degree_cap": 5000, "max_neighborhood_jaccard": 0.5, "max_neighborhoods_per_node": 3, "neighborhood_sampling_attempts": 64 }, "multihop_qa": { "class_path": "synth_kg_text.tasks.generators:MultiHopQAGenerator", "max_variants_per_unit": 3, "relation_strategy": "inverse_sqrt", "relation_weights": {}, "llm_rewrite": true, "max_generation_attempts": 3, "context_grounded_fraction": 0.5, "generate_negatives": false, "negative_fraction": 0.5, "hard_negative_fraction": 0.5, "min_neighborhood_edges": 3, "max_neighborhood_edges": 7, "degree_cap": 5000, "max_neighborhood_jaccard": 0.5, "max_neighborhoods_per_node": 3, "neighborhood_sampling_attempts": 64 }, "graph_to_text": { "class_path": "synth_kg_text.tasks.generators:GraphToTextGenerator", "max_variants_per_unit": 3, "relation_strategy": "inverse_sqrt", "relation_weights": {}, "llm_rewrite": true, "max_generation_attempts": 3, "context_grounded_fraction": 0.0, "generate_negatives": false, "negative_fraction": 0.5, "hard_negative_fraction": 0.5, "min_neighborhood_edges": 3, "max_neighborhood_edges": 7, "degree_cap": 5000, "max_neighborhood_jaccard": 0.5, "max_neighborhoods_per_node": 3, "neighborhood_sampling_attempts": 64 }, "text_to_graph": { "class_path": "synth_kg_text.tasks.generators:TextToGraphGenerator", "max_variants_per_unit": 3, "relation_strategy": "inverse_sqrt", "relation_weights": {}, "llm_rewrite": true, "max_generation_attempts": 3, "context_grounded_fraction": 0.0, "generate_negatives": false, "negative_fraction": 0.5, "hard_negative_fraction": 0.5, "min_neighborhood_edges": 3, "max_neighborhood_edges": 7, "degree_cap": 5000, "max_neighborhood_jaccard": 0.5, "max_neighborhoods_per_node": 3, "neighborhood_sampling_attempts": 64 } }, "llm": { "backend": "openai_compatible", "base_url": "http://127.0.0.1:30000/v1", "model": "Qwen/Qwen3.6-35B-A3B", "api_key_env": null, "temperature": 0.7, "max_tokens": 2048, "concurrency": 24 }, "prompts": { "fixed_templates_path": "/work/evaluation/synth-kg-text/src/synth_kg_text/prompt_templates/fixed.yaml", "llm_templates_path": "/work/evaluation/synth-kg-text/src/synth_kg_text/prompt_templates/llm-natural.yaml", "llm_transform": null, "natural_forbidden_terms": [ "Hetionet", "knowledge graph", "knowledge-graph", "KG", "KGs", "entity", "entities", "relation", "relations", "relation ID", "canonical relation", "node ID", "node IDs", "edge ID", "edge IDs", "source triple", "metapath", "forward", "inverse", "recorded" ] } }