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Datasets:
danyarm
/
ckg-benchmark

Tasks:
Question Answering
Text Retrieval
Modalities:
Tabular
Text
Languages:
English
Size:
10K - 100K
Tags:
knowledge-graph
rag
retrieval
benchmark
llm
knowledge-representation
License:
Dataset card Data Studio Files
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  1. queries/queries_nvidia-developer-ecosystem.jsonl +171 -0
queries/queries_nvidia-developer-ecosystem.jsonl ADDED
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1
+ {"id": "nvidia-developer-ecosystem_T1_15", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo RL?", "ground_truth": ["NeMo RL", "SDK"], "concept_id": 15, "hop_depth": 0}
2
+ {"id": "nvidia-developer-ecosystem_T1_4", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is CUTLASS?", "ground_truth": ["CUTLASS", "SDK"], "concept_id": 4, "hop_depth": 0}
3
+ {"id": "nvidia-developer-ecosystem_T1_36", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA Omniverse?", "ground_truth": ["NVIDIA Omniverse", "PLATFORM"], "concept_id": 36, "hop_depth": 0}
4
+ {"id": "nvidia-developer-ecosystem_T1_32", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Guardrails?", "ground_truth": ["NeMo Guardrails", "SDK"], "concept_id": 32, "hop_depth": 0}
5
+ {"id": "nvidia-developer-ecosystem_T1_29", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is OCR / Object Detection NIM?", "ground_truth": ["OCR / Object Detection NIM", "SDK"], "concept_id": 29, "hop_depth": 0}
6
+ {"id": "nvidia-developer-ecosystem_T1_18", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Export & Deploy?", "ground_truth": ["NeMo Export & Deploy", "INTEGRAT"], "concept_id": 18, "hop_depth": 0}
7
+ {"id": "nvidia-developer-ecosystem_T1_14", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Curator?", "ground_truth": ["NeMo Curator", "SDK"], "concept_id": 14, "hop_depth": 0}
8
+ {"id": "nvidia-developer-ecosystem_T1_70", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is cuGraph?", "ground_truth": ["cuGraph", "SDK"], "concept_id": 70, "hop_depth": 0}
9
+ {"id": "nvidia-developer-ecosystem_T1_12", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NIM Operator?", "ground_truth": ["NIM Operator", "INTEGRAT"], "concept_id": 12, "hop_depth": 0}
10
+ {"id": "nvidia-developer-ecosystem_T1_55", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is DRIVE Sim?", "ground_truth": ["DRIVE Sim", "PLATFORM"], "concept_id": 55, "hop_depth": 0}
11
+ {"id": "nvidia-developer-ecosystem_T1_5", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA Warp?", "ground_truth": ["NVIDIA Warp", "SDK"], "concept_id": 5, "hop_depth": 0}
12
+ {"id": "nvidia-developer-ecosystem_T1_76", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Multi-NIM Context Coordination Gap?", "ground_truth": ["Multi-NIM Context Coordination Gap", "GAP"], "concept_id": 76, "hop_depth": 0}
13
+ {"id": "nvidia-developer-ecosystem_T1_69", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is cuML?", "ground_truth": ["cuML", "SDK"], "concept_id": 69, "hop_depth": 0}
14
+ {"id": "nvidia-developer-ecosystem_T1_28", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Reranker NIM?", "ground_truth": ["Reranker NIM", "SDK"], "concept_id": 28, "hop_depth": 0}
15
+ {"id": "nvidia-developer-ecosystem_T1_77", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is RAG Schema / Declarative Retrieval Gap?", "ground_truth": ["RAG Schema / Declarative Retrieval Gap", "GAP"], "concept_id": 77, "hop_depth": 0}
16
+ {"id": "nvidia-developer-ecosystem_T1_33", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Colang DSL?", "ground_truth": ["Colang DSL", "CONCEPT"], "concept_id": 33, "hop_depth": 0}
17
+ {"id": "nvidia-developer-ecosystem_T1_39", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Newton Physics?", "ground_truth": ["Newton Physics", "SDK"], "concept_id": 39, "hop_depth": 0}
18
+ {"id": "nvidia-developer-ecosystem_T1_2", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is CUDA-X Libraries?", "ground_truth": ["CUDA-X Libraries", "SDK"], "concept_id": 2, "hop_depth": 0}
19
+ {"id": "nvidia-developer-ecosystem_T1_75", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Physical AI Context Layer Gap?", "ground_truth": ["Physical AI Context Layer Gap", "GAP"], "concept_id": 75, "hop_depth": 0}
20
+ {"id": "nvidia-developer-ecosystem_T1_13", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Framework?", "ground_truth": ["NeMo Framework", "FRAMEWOR"], "concept_id": 13, "hop_depth": 0}
21
+ {"id": "nvidia-developer-ecosystem_T1_46", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Isaac ROS?", "ground_truth": ["Isaac ROS", "SDK"], "concept_id": 46, "hop_depth": 0}
22
+ {"id": "nvidia-developer-ecosystem_T1_42", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Cosmos Curator?", "ground_truth": ["Cosmos Curator", "TOOL"], "concept_id": 42, "hop_depth": 0}
23
+ {"id": "nvidia-developer-ecosystem_T1_45", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Isaac Lab?", "ground_truth": ["Isaac Lab", "FRAMEWOR"], "concept_id": 45, "hop_depth": 0}
24
+ {"id": "nvidia-developer-ecosystem_T1_35", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Auditor?", "ground_truth": ["NeMo Auditor", "SDK"], "concept_id": 35, "hop_depth": 0}
25
+ {"id": "nvidia-developer-ecosystem_T1_27", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Embedding NIM?", "ground_truth": ["Embedding NIM", "SDK"], "concept_id": 27, "hop_depth": 0}
26
+ {"id": "nvidia-developer-ecosystem_T1_63", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA AI Enterprise?", "ground_truth": ["NVIDIA AI Enterprise", "PLATFORM"], "concept_id": 63, "hop_depth": 0}
27
+ {"id": "nvidia-developer-ecosystem_T1_73", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Agent Memory & Context Window Gap?", "ground_truth": ["Agent Memory & Context Window Gap", "GAP"], "concept_id": 73, "hop_depth": 0}
28
+ {"id": "nvidia-developer-ecosystem_T1_38", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is PhysX?", "ground_truth": ["PhysX", "SDK"], "concept_id": 38, "hop_depth": 0}
29
+ {"id": "nvidia-developer-ecosystem_T1_72", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Knowledge / Context Layer Gap?", "ground_truth": ["Knowledge / Context Layer Gap", "GAP"], "concept_id": 72, "hop_depth": 0}
30
+ {"id": "nvidia-developer-ecosystem_T1_1", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is CUDA Toolkit?", "ground_truth": ["CUDA Toolkit", "PLATFORM"], "concept_id": 1, "hop_depth": 0}
31
+ {"id": "nvidia-developer-ecosystem_T1_11", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA Dynamo?", "ground_truth": ["NVIDIA Dynamo", "PLATFORM"], "concept_id": 11, "hop_depth": 0}
32
+ {"id": "nvidia-developer-ecosystem_T1_68", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is cuDF?", "ground_truth": ["cuDF", "SDK"], "concept_id": 68, "hop_depth": 0}
33
+ {"id": "nvidia-developer-ecosystem_T1_64", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NGC Catalog?", "ground_truth": ["NGC Catalog", "PLATFORM"], "concept_id": 64, "hop_depth": 0}
34
+ {"id": "nvidia-developer-ecosystem_T1_22", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Data Designer?", "ground_truth": ["NeMo Data Designer", "SDK"], "concept_id": 22, "hop_depth": 0}
35
+ {"id": "nvidia-developer-ecosystem_T1_49", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA GR00T?", "ground_truth": ["NVIDIA GR00T", "PLATFORM"], "concept_id": 49, "hop_depth": 0}
36
+ {"id": "nvidia-developer-ecosystem_T1_10", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA NIM?", "ground_truth": ["NVIDIA NIM", "PLATFORM"], "concept_id": 10, "hop_depth": 0}
37
+ {"id": "nvidia-developer-ecosystem_T1_71", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Morpheus?", "ground_truth": ["Morpheus", "PLATFORM"], "concept_id": 71, "hop_depth": 0}
38
+ {"id": "nvidia-developer-ecosystem_T1_44", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Isaac Sim?", "ground_truth": ["Isaac Sim", "PLATFORM"], "concept_id": 44, "hop_depth": 0}
39
+ {"id": "nvidia-developer-ecosystem_T1_7", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is TensorRT?", "ground_truth": ["TensorRT", "SDK"], "concept_id": 7, "hop_depth": 0}
40
+ {"id": "nvidia-developer-ecosystem_T1_6", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Nsight Systems?", "ground_truth": ["Nsight Systems", "TOOL"], "concept_id": 6, "hop_depth": 0}
41
+ {"id": "nvidia-developer-ecosystem_T1_25", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is BioNeMo?", "ground_truth": ["BioNeMo", "FRAMEWOR"], "concept_id": 25, "hop_depth": 0}
42
+ {"id": "nvidia-developer-ecosystem_T1_61", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA IGX?", "ground_truth": ["NVIDIA IGX", "PLATFORM"], "concept_id": 61, "hop_depth": 0}
43
+ {"id": "nvidia-developer-ecosystem_T1_23", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Gym?", "ground_truth": ["NeMo Gym", "SDK"], "concept_id": 23, "hop_depth": 0}
44
+ {"id": "nvidia-developer-ecosystem_T1_54", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is DriveWorks?", "ground_truth": ["DriveWorks", "SDK"], "concept_id": 54, "hop_depth": 0}
45
+ {"id": "nvidia-developer-ecosystem_T1_17", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NeMo Megatron-Bridge?", "ground_truth": ["NeMo Megatron-Bridge", "SDK"], "concept_id": 17, "hop_depth": 0}
46
+ {"id": "nvidia-developer-ecosystem_T1_3", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is cuDNN?", "ground_truth": ["cuDNN", "SDK"], "concept_id": 3, "hop_depth": 0}
47
+ {"id": "nvidia-developer-ecosystem_T1_24", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is TAO Toolkit?", "ground_truth": ["TAO Toolkit", "SDK"], "concept_id": 24, "hop_depth": 0}
48
+ {"id": "nvidia-developer-ecosystem_T1_52", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is DRIVE AGX?", "ground_truth": ["DRIVE AGX", "PLATFORM"], "concept_id": 52, "hop_depth": 0}
49
+ {"id": "nvidia-developer-ecosystem_T1_43", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is Cosmos Evaluator?", "ground_truth": ["Cosmos Evaluator", "TOOL"], "concept_id": 43, "hop_depth": 0}
50
+ {"id": "nvidia-developer-ecosystem_T1_66", "domain": "nvidia-developer-ecosystem", "type": "T1_entity", "query": "What is NVIDIA Blueprint?", "ground_truth": ["NVIDIA Blueprint", "PLATFORM"], "concept_id": 66, "hop_depth": 0}
51
+ {"id": "nvidia-developer-ecosystem_T2_52", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for DRIVE AGX?", "ground_truth": ["CUDA Toolkit"], "concept_id": 52, "hop_depth": 1}
52
+ {"id": "nvidia-developer-ecosystem_T2_12", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NIM Operator?", "ground_truth": ["NVIDIA NIM"], "concept_id": 12, "hop_depth": 1}
53
+ {"id": "nvidia-developer-ecosystem_T2_75", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Physical AI Context Layer Gap?", "ground_truth": ["NVIDIA GR00T", "NVIDIA Cosmos", "Isaac Lab"], "concept_id": 75, "hop_depth": 1}
54
+ {"id": "nvidia-developer-ecosystem_T2_41", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA Cosmos?", "ground_truth": ["NVIDIA NIM", "NeMo Framework", "NVIDIA Omniverse"], "concept_id": 41, "hop_depth": 1}
55
+ {"id": "nvidia-developer-ecosystem_T2_50", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA Halos?", "ground_truth": ["DRIVE AGX", "Isaac Sim"], "concept_id": 50, "hop_depth": 1}
56
+ {"id": "nvidia-developer-ecosystem_T2_26", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo Retriever?", "ground_truth": ["Reranker NIM", "NVIDIA NIM", "Embedding NIM"], "concept_id": 26, "hop_depth": 1}
57
+ {"id": "nvidia-developer-ecosystem_T2_10", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA NIM?", "ground_truth": ["Triton Inference Server", "TensorRT-LLM", "NGC Catalog"], "concept_id": 10, "hop_depth": 1}
58
+ {"id": "nvidia-developer-ecosystem_T2_7", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for TensorRT?", "ground_truth": ["cuDNN", "CUDA Toolkit", "CUTLASS"], "concept_id": 7, "hop_depth": 1}
59
+ {"id": "nvidia-developer-ecosystem_T2_31", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA AgentIQ?", "ground_truth": ["NVIDIA NIM", "NeMo Retriever", "NeMo Guardrails"], "concept_id": 31, "hop_depth": 1}
60
+ {"id": "nvidia-developer-ecosystem_T2_74", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Digital Twin Knowledge Layer Gap?", "ground_truth": ["NVIDIA Halos", "Isaac Sim", "NVIDIA Omniverse"], "concept_id": 74, "hop_depth": 1}
61
+ {"id": "nvidia-developer-ecosystem_T2_70", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for cuGraph?", "ground_truth": ["RAPIDS"], "concept_id": 70, "hop_depth": 1}
62
+ {"id": "nvidia-developer-ecosystem_T2_58", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Jetson Platform?", "ground_truth": ["CUDA Toolkit"], "concept_id": 58, "hop_depth": 1}
63
+ {"id": "nvidia-developer-ecosystem_T2_16", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo AutoModel?", "ground_truth": ["NeMo Framework"], "concept_id": 16, "hop_depth": 1}
64
+ {"id": "nvidia-developer-ecosystem_T2_59", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for JetPack SDK?", "ground_truth": ["DeepStream SDK", "Triton Inference Server", "CUDA Toolkit", "TensorRT"], "concept_id": 59, "hop_depth": 1}
65
+ {"id": "nvidia-developer-ecosystem_T2_8", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for TensorRT-LLM?", "ground_truth": ["TensorRT"], "concept_id": 8, "hop_depth": 1}
66
+ {"id": "nvidia-developer-ecosystem_T2_72", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Knowledge / Context Layer Gap?", "ground_truth": ["NIM RAG Pipeline", "NeMo Retriever", "NVIDIA AgentIQ"], "concept_id": 72, "hop_depth": 1}
67
+ {"id": "nvidia-developer-ecosystem_T2_19", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo Run?", "ground_truth": ["NeMo Framework"], "concept_id": 19, "hop_depth": 1}
68
+ {"id": "nvidia-developer-ecosystem_T2_69", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for cuML?", "ground_truth": ["RAPIDS"], "concept_id": 69, "hop_depth": 1}
69
+ {"id": "nvidia-developer-ecosystem_T2_44", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Isaac Sim?", "ground_truth": ["OpenUSD", "NVIDIA Omniverse", "PhysX"], "concept_id": 44, "hop_depth": 1}
70
+ {"id": "nvidia-developer-ecosystem_T2_57", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for AlpaSim?", "ground_truth": ["DRIVE Sim", "NVIDIA Omniverse"], "concept_id": 57, "hop_depth": 1}
71
+ {"id": "nvidia-developer-ecosystem_T2_25", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for BioNeMo?", "ground_truth": ["NeMo Framework"], "concept_id": 25, "hop_depth": 1}
72
+ {"id": "nvidia-developer-ecosystem_T2_76", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Multi-NIM Context Coordination Gap?", "ground_truth": ["NVIDIA NIM", "NVIDIA Dynamo", "NeMo Retriever", "NVIDIA AgentIQ"], "concept_id": 76, "hop_depth": 1}
73
+ {"id": "nvidia-developer-ecosystem_T2_56", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for AV Data Factory?", "ground_truth": ["DGX Cloud", "Cosmos Curator"], "concept_id": 56, "hop_depth": 1}
74
+ {"id": "nvidia-developer-ecosystem_T2_24", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for TAO Toolkit?", "ground_truth": ["NeMo Framework", "TensorRT"], "concept_id": 24, "hop_depth": 1}
75
+ {"id": "nvidia-developer-ecosystem_T2_15", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo RL?", "ground_truth": ["NeMo Framework"], "concept_id": 15, "hop_depth": 1}
76
+ {"id": "nvidia-developer-ecosystem_T2_46", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Isaac ROS?", "ground_truth": ["Jetson Platform", "CUDA Toolkit"], "concept_id": 46, "hop_depth": 1}
77
+ {"id": "nvidia-developer-ecosystem_T2_60", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Holoscan SDK?", "ground_truth": ["NVIDIA IGX", "CUDA Toolkit"], "concept_id": 60, "hop_depth": 1}
78
+ {"id": "nvidia-developer-ecosystem_T2_48", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Isaac Perceptor?", "ground_truth": ["Jetson Platform", "Isaac ROS"], "concept_id": 48, "hop_depth": 1}
79
+ {"id": "nvidia-developer-ecosystem_T2_47", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NITROS?", "ground_truth": ["Isaac ROS", "CUDA Toolkit"], "concept_id": 47, "hop_depth": 1}
80
+ {"id": "nvidia-developer-ecosystem_T2_45", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Isaac Lab?", "ground_truth": ["Newton Physics", "Isaac Sim", "NVIDIA Warp", "PhysX"], "concept_id": 45, "hop_depth": 1}
81
+ {"id": "nvidia-developer-ecosystem_T2_6", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Nsight Systems?", "ground_truth": ["CUDA Toolkit"], "concept_id": 6, "hop_depth": 1}
82
+ {"id": "nvidia-developer-ecosystem_T2_42", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Cosmos Curator?", "ground_truth": ["NVIDIA Cosmos"], "concept_id": 42, "hop_depth": 1}
83
+ {"id": "nvidia-developer-ecosystem_T2_66", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA Blueprint?", "ground_truth": ["NVIDIA NIM", "Triton Inference Server", "NeMo Retriever", "NVIDIA AgentIQ"], "concept_id": 66, "hop_depth": 1}
84
+ {"id": "nvidia-developer-ecosystem_T2_55", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for DRIVE Sim?", "ground_truth": ["NVIDIA Cosmos", "NVIDIA Omniverse"], "concept_id": 55, "hop_depth": 1}
85
+ {"id": "nvidia-developer-ecosystem_T2_38", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for PhysX?", "ground_truth": ["CUDA Toolkit"], "concept_id": 38, "hop_depth": 1}
86
+ {"id": "nvidia-developer-ecosystem_T2_17", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo Megatron-Bridge?", "ground_truth": ["NeMo Framework"], "concept_id": 17, "hop_depth": 1}
87
+ {"id": "nvidia-developer-ecosystem_T2_43", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Cosmos Evaluator?", "ground_truth": ["NVIDIA Cosmos"], "concept_id": 43, "hop_depth": 1}
88
+ {"id": "nvidia-developer-ecosystem_T2_63", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA AI Enterprise?", "ground_truth": ["RAPIDS", "Morpheus", "NVIDIA NIM", "DeepStream SDK", "NeMo Framework", "Triton Inference Server"], "concept_id": 63, "hop_depth": 1}
89
+ {"id": "nvidia-developer-ecosystem_T2_61", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA IGX?", "ground_truth": ["CUDA Toolkit"], "concept_id": 61, "hop_depth": 1}
90
+ {"id": "nvidia-developer-ecosystem_T2_73", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Agent Memory & Context Window Gap?", "ground_truth": ["NeMo Relay", "NVIDIA AgentIQ"], "concept_id": 73, "hop_depth": 1}
91
+ {"id": "nvidia-developer-ecosystem_T2_65", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for DGX Cloud?", "ground_truth": ["NeMo Framework", "CUDA Toolkit"], "concept_id": 65, "hop_depth": 1}
92
+ {"id": "nvidia-developer-ecosystem_T2_22", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo Data Designer?", "ground_truth": ["NeMo Framework"], "concept_id": 22, "hop_depth": 1}
93
+ {"id": "nvidia-developer-ecosystem_T2_28", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Reranker NIM?", "ground_truth": ["NVIDIA NIM"], "concept_id": 28, "hop_depth": 1}
94
+ {"id": "nvidia-developer-ecosystem_T2_49", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NVIDIA GR00T?", "ground_truth": ["NVIDIA Cosmos", "Isaac Lab"], "concept_id": 49, "hop_depth": 1}
95
+ {"id": "nvidia-developer-ecosystem_T2_39", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Newton Physics?", "ground_truth": ["NVIDIA Warp"], "concept_id": 39, "hop_depth": 1}
96
+ {"id": "nvidia-developer-ecosystem_T2_3", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for cuDNN?", "ground_truth": ["CUDA-X Libraries"], "concept_id": 3, "hop_depth": 1}
97
+ {"id": "nvidia-developer-ecosystem_T2_9", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for Triton Inference Server?", "ground_truth": ["CUDA Toolkit", "TensorRT"], "concept_id": 9, "hop_depth": 1}
98
+ {"id": "nvidia-developer-ecosystem_T2_29", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for OCR / Object Detection NIM?", "ground_truth": ["NVIDIA NIM"], "concept_id": 29, "hop_depth": 1}
99
+ {"id": "nvidia-developer-ecosystem_T2_40", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for PhysicsNeMo?", "ground_truth": ["NeMo Framework", "NVIDIA Warp"], "concept_id": 40, "hop_depth": 1}
100
+ {"id": "nvidia-developer-ecosystem_T2_14", "domain": "nvidia-developer-ecosystem", "type": "T2_dependency", "query": "What are the prerequisites for NeMo Curator?", "ground_truth": ["NeMo Framework", "RAPIDS"], "concept_id": 14, "hop_depth": 1}
101
+ {"id": "nvidia-developer-ecosystem_T3_64_73", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to Agent Memory & Context Window Gap?", "ground_truth": ["Agent Memory & Context Window Gap", "NVIDIA AgentIQ", "NVIDIA NIM", "NGC Catalog"], "concept_id": 73, "hop_depth": 3, "path_ids": [73, 31, 10, 64]}
102
+ {"id": "nvidia-developer-ecosystem_T3_1_21", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to NeMo Evaluator?", "ground_truth": ["NeMo Evaluator", "NeMo Framework", "CUDA Toolkit"], "concept_id": 21, "hop_depth": 2, "path_ids": [21, 13, 1]}
103
+ {"id": "nvidia-developer-ecosystem_T3_64_63", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to NVIDIA AI Enterprise?", "ground_truth": ["NVIDIA AI Enterprise", "NVIDIA NIM", "NGC Catalog"], "concept_id": 63, "hop_depth": 2, "path_ids": [63, 10, 64]}
104
+ {"id": "nvidia-developer-ecosystem_T3_64_77", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to RAG Schema / Declarative Retrieval Gap?", "ground_truth": ["RAG Schema / Declarative Retrieval Gap", "Reranker NIM", "NVIDIA NIM", "NGC Catalog"], "concept_id": 77, "hop_depth": 3, "path_ids": [77, 28, 10, 64]}
105
+ {"id": "nvidia-developer-ecosystem_T3_1_48", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to Isaac Perceptor?", "ground_truth": ["Isaac Perceptor", "Jetson Platform", "CUDA Toolkit"], "concept_id": 48, "hop_depth": 2, "path_ids": [48, 58, 1]}
106
+ {"id": "nvidia-developer-ecosystem_T3_33_73", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from Colang DSL to Agent Memory & Context Window Gap?", "ground_truth": ["Agent Memory & Context Window Gap", "NVIDIA AgentIQ", "NeMo Guardrails", "Colang DSL"], "concept_id": 73, "hop_depth": 3, "path_ids": [73, 31, 32, 33]}
107
+ {"id": "nvidia-developer-ecosystem_T3_1_47", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to NITROS?", "ground_truth": ["NITROS", "CUDA Toolkit"], "concept_id": 47, "hop_depth": 1, "path_ids": [47, 1]}
108
+ {"id": "nvidia-developer-ecosystem_T3_33_76", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from Colang DSL to Multi-NIM Context Coordination Gap?", "ground_truth": ["Multi-NIM Context Coordination Gap", "NVIDIA AgentIQ", "NeMo Guardrails", "Colang DSL"], "concept_id": 76, "hop_depth": 3, "path_ids": [76, 31, 32, 33]}
109
+ {"id": "nvidia-developer-ecosystem_T3_1_53", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to DRIVE OS?", "ground_truth": ["DRIVE OS", "DRIVE AGX", "CUDA Toolkit"], "concept_id": 53, "hop_depth": 2, "path_ids": [53, 52, 1]}
110
+ {"id": "nvidia-developer-ecosystem_T3_1_56", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to AV Data Factory?", "ground_truth": ["AV Data Factory", "DGX Cloud", "CUDA Toolkit"], "concept_id": 56, "hop_depth": 2, "path_ids": [56, 65, 1]}
111
+ {"id": "nvidia-developer-ecosystem_T3_64_12", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to NIM Operator?", "ground_truth": ["NIM Operator", "NVIDIA NIM", "NGC Catalog"], "concept_id": 12, "hop_depth": 2, "path_ids": [12, 10, 64]}
112
+ {"id": "nvidia-developer-ecosystem_T3_1_60", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to Holoscan SDK?", "ground_truth": ["Holoscan SDK", "CUDA Toolkit"], "concept_id": 60, "hop_depth": 1, "path_ids": [60, 1]}
113
+ {"id": "nvidia-developer-ecosystem_T3_37_43", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from OpenUSD to Cosmos Evaluator?", "ground_truth": ["Cosmos Evaluator", "NVIDIA Cosmos", "NVIDIA Omniverse", "OpenUSD"], "concept_id": 43, "hop_depth": 3, "path_ids": [43, 41, 36, 37]}
114
+ {"id": "nvidia-developer-ecosystem_T3_1_43", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to Cosmos Evaluator?", "ground_truth": ["Cosmos Evaluator", "NVIDIA Cosmos", "NeMo Framework", "CUDA Toolkit"], "concept_id": 43, "hop_depth": 3, "path_ids": [43, 41, 13, 1]}
115
+ {"id": "nvidia-developer-ecosystem_T3_1_19", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to NeMo Run?", "ground_truth": ["NeMo Run", "NeMo Framework", "CUDA Toolkit"], "concept_id": 19, "hop_depth": 2, "path_ids": [19, 13, 1]}
116
+ {"id": "nvidia-developer-ecosystem_T3_64_35", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to NeMo Auditor?", "ground_truth": ["NeMo Auditor", "NVIDIA AgentIQ", "NVIDIA NIM", "NGC Catalog"], "concept_id": 35, "hop_depth": 3, "path_ids": [35, 31, 10, 64]}
117
+ {"id": "nvidia-developer-ecosystem_T3_64_77", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to RAG Schema / Declarative Retrieval Gap?", "ground_truth": ["RAG Schema / Declarative Retrieval Gap", "Reranker NIM", "NVIDIA NIM", "NGC Catalog"], "concept_id": 77, "hop_depth": 3, "path_ids": [77, 28, 10, 64]}
118
+ {"id": "nvidia-developer-ecosystem_T3_1_57", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to AlpaSim?", "ground_truth": ["AlpaSim", "NVIDIA Omniverse", "PhysX", "CUDA Toolkit"], "concept_id": 57, "hop_depth": 3, "path_ids": [57, 36, 38, 1]}
119
+ {"id": "nvidia-developer-ecosystem_T3_1_40", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to PhysicsNeMo?", "ground_truth": ["PhysicsNeMo", "NeMo Framework", "CUDA Toolkit"], "concept_id": 40, "hop_depth": 2, "path_ids": [40, 13, 1]}
120
+ {"id": "nvidia-developer-ecosystem_T3_1_17", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to NeMo Megatron-Bridge?", "ground_truth": ["NeMo Megatron-Bridge", "NeMo Framework", "CUDA Toolkit"], "concept_id": 17, "hop_depth": 2, "path_ids": [17, 13, 1]}
121
+ {"id": "nvidia-developer-ecosystem_T3_1_57", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to AlpaSim?", "ground_truth": ["AlpaSim", "NVIDIA Omniverse", "PhysX", "CUDA Toolkit"], "concept_id": 57, "hop_depth": 3, "path_ids": [57, 36, 38, 1]}
122
+ {"id": "nvidia-developer-ecosystem_T3_1_76", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to Multi-NIM Context Coordination Gap?", "ground_truth": ["Multi-NIM Context Coordination Gap", "NVIDIA Dynamo", "CUDA Toolkit"], "concept_id": 76, "hop_depth": 2, "path_ids": [76, 11, 1]}
123
+ {"id": "nvidia-developer-ecosystem_T3_64_35", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to NeMo Auditor?", "ground_truth": ["NeMo Auditor", "NVIDIA AgentIQ", "NVIDIA NIM", "NGC Catalog"], "concept_id": 35, "hop_depth": 3, "path_ids": [35, 31, 10, 64]}
124
+ {"id": "nvidia-developer-ecosystem_T3_64_29", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from NGC Catalog to OCR / Object Detection NIM?", "ground_truth": ["OCR / Object Detection NIM", "NVIDIA NIM", "NGC Catalog"], "concept_id": 29, "hop_depth": 2, "path_ids": [29, 10, 64]}
125
+ {"id": "nvidia-developer-ecosystem_T3_1_20", "domain": "nvidia-developer-ecosystem", "type": "T3_path", "query": "What is the prerequisite chain from CUDA Toolkit to NeMo Customizer?", "ground_truth": ["NeMo Customizer", "NeMo AutoModel", "NeMo Framework", "CUDA Toolkit"], "concept_id": 20, "hop_depth": 3, "path_ids": [20, 16, 13, 1]}
126
+ {"id": "nvidia-developer-ecosystem_T4_PLATFORM", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all PLATFORM concepts in this knowledge graph", "ground_truth": ["CUDA Toolkit", "Triton Inference Server", "NVIDIA NIM", "NVIDIA Dynamo", "NeMo Retriever", "NVIDIA AgentIQ", "NVIDIA Omniverse", "NVIDIA Cosmos", "Isaac Sim", "NVIDIA GR00T", "NVIDIA Halos", "DRIVE AGX", "DRIVE Sim", "AV Data Factory", "Jetson Platform", "Holoscan SDK", "NVIDIA IGX", "NVIDIA AI Enterprise", "NGC Catalog", "DGX Cloud", "NVIDIA Blueprint", "Morpheus"], "taxonomy_id": "PLATFORM", "hop_depth": 0}
127
+ {"id": "nvidia-developer-ecosystem_T4_SDK", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all SDK concepts in this knowledge graph", "ground_truth": ["CUDA-X Libraries", "cuDNN", "CUTLASS", "NVIDIA Warp", "TensorRT", "TensorRT-LLM", "NeMo Curator", "NeMo RL", "NeMo AutoModel", "NeMo Megatron-Bridge", "NeMo Customizer", "NeMo Evaluator", "NeMo Data Designer", "NeMo Gym", "TAO Toolkit", "Embedding NIM", "Reranker NIM", "OCR / Object Detection NIM", "NeMo Guardrails", "NeMo Relay", "NeMo Auditor", "PhysX", "Newton Physics", "Isaac ROS", "Isaac Perceptor", "NVIDIA Riva", "DRIVE OS", "DriveWorks", "JetPack SDK", "DeepStream SDK", "RAPIDS", "cuDF", "cuML", "cuGraph"], "taxonomy_id": "SDK", "hop_depth": 0}
128
+ {"id": "nvidia-developer-ecosystem_T4_TOOL", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all TOOL concepts in this knowledge graph", "ground_truth": ["Nsight Systems", "NeMo Run", "Cosmos Curator", "Cosmos Evaluator", "AlpaSim"], "taxonomy_id": "TOOL", "hop_depth": 0}
129
+ {"id": "nvidia-developer-ecosystem_T4_INTEGRAT", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all INTEGRAT concepts in this knowledge graph", "ground_truth": ["NIM Operator", "NeMo Export & Deploy", "NITROS"], "taxonomy_id": "INTEGRAT", "hop_depth": 0}
130
+ {"id": "nvidia-developer-ecosystem_T4_FRAMEWOR", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all FRAMEWOR concepts in this knowledge graph", "ground_truth": ["NeMo Framework", "BioNeMo", "PhysicsNeMo", "Isaac Lab"], "taxonomy_id": "FRAMEWOR", "hop_depth": 0}
131
+ {"id": "nvidia-developer-ecosystem_T4_CONCEPT", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all CONCEPT concepts in this knowledge graph", "ground_truth": ["NIM RAG Pipeline", "Colang DSL"], "taxonomy_id": "CONCEPT", "hop_depth": 0}
132
+ {"id": "nvidia-developer-ecosystem_T4_STANDARD", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all STANDARD concepts in this knowledge graph", "ground_truth": ["OpenUSD"], "taxonomy_id": "STANDARD", "hop_depth": 0}
133
+ {"id": "nvidia-developer-ecosystem_T4_GAP", "domain": "nvidia-developer-ecosystem", "type": "T4_aggregate", "query": "List all GAP concepts in this knowledge graph", "ground_truth": ["Knowledge / Context Layer Gap", "Agent Memory & Context Window Gap", "Digital Twin Knowledge Layer Gap", "Physical AI Context Layer Gap", "Multi-NIM Context Coordination Gap", "RAG Schema / Declarative Retrieval Gap"], "taxonomy_id": "GAP", "hop_depth": 0}
134
+ {"id": "nvidia-developer-ecosystem_T5_63_9", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA AI Enterprise relate to Triton Inference Server?", "ground_truth": ["NVIDIA AI Enterprise", "Triton Inference Server"], "concept_id_a": 63, "concept_id_b": 9, "hop_depth": 1}
135
+ {"id": "nvidia-developer-ecosystem_T5_55_36", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does DRIVE Sim relate to NVIDIA Omniverse?", "ground_truth": ["DRIVE Sim", "NVIDIA Omniverse"], "concept_id_a": 55, "concept_id_b": 36, "hop_depth": 1}
136
+ {"id": "nvidia-developer-ecosystem_T5_63_62", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA AI Enterprise relate to DeepStream SDK?", "ground_truth": ["NVIDIA AI Enterprise", "DeepStream SDK", "Triton Inference Server"], "concept_id_a": 63, "concept_id_b": 62, "hop_depth": 1}
137
+ {"id": "nvidia-developer-ecosystem_T5_63_67", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA AI Enterprise relate to RAPIDS?", "ground_truth": ["NVIDIA AI Enterprise", "RAPIDS"], "concept_id_a": 63, "concept_id_b": 67, "hop_depth": 1}
138
+ {"id": "nvidia-developer-ecosystem_T5_69_67", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does cuML relate to RAPIDS?", "ground_truth": ["cuML", "RAPIDS"], "concept_id_a": 69, "concept_id_b": 67, "hop_depth": 1}
139
+ {"id": "nvidia-developer-ecosystem_T5_10_64", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA NIM relate to NGC Catalog?", "ground_truth": ["NVIDIA NIM", "NGC Catalog"], "concept_id_a": 10, "concept_id_b": 64, "hop_depth": 1}
140
+ {"id": "nvidia-developer-ecosystem_T5_18_9", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Export & Deploy relate to Triton Inference Server?", "ground_truth": ["NeMo Export & Deploy", "Triton Inference Server", "TensorRT"], "concept_id_a": 18, "concept_id_b": 9, "hop_depth": 1}
141
+ {"id": "nvidia-developer-ecosystem_T5_11_8", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA Dynamo relate to TensorRT-LLM?", "ground_truth": ["NVIDIA Dynamo", "TensorRT-LLM"], "concept_id_a": 11, "concept_id_b": 8, "hop_depth": 1}
142
+ {"id": "nvidia-developer-ecosystem_T5_62_9", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does DeepStream SDK relate to Triton Inference Server?", "ground_truth": ["DeepStream SDK", "Triton Inference Server", "CUDA Toolkit"], "concept_id_a": 62, "concept_id_b": 9, "hop_depth": 1}
143
+ {"id": "nvidia-developer-ecosystem_T5_53_7", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does DRIVE OS relate to TensorRT?", "ground_truth": ["DRIVE OS", "TensorRT"], "concept_id_a": 53, "concept_id_b": 7, "hop_depth": 1}
144
+ {"id": "nvidia-developer-ecosystem_T5_19_13", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Run relate to NeMo Framework?", "ground_truth": ["NeMo Run", "NeMo Framework"], "concept_id_a": 19, "concept_id_b": 13, "hop_depth": 1}
145
+ {"id": "nvidia-developer-ecosystem_T5_43_41", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does Cosmos Evaluator relate to NVIDIA Cosmos?", "ground_truth": ["Cosmos Evaluator", "NVIDIA Cosmos"], "concept_id_a": 43, "concept_id_b": 41, "hop_depth": 1}
146
+ {"id": "nvidia-developer-ecosystem_T5_32_33", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Guardrails relate to Colang DSL?", "ground_truth": ["NeMo Guardrails", "Colang DSL"], "concept_id_a": 32, "concept_id_b": 33, "hop_depth": 1}
147
+ {"id": "nvidia-developer-ecosystem_T5_31_32", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA AgentIQ relate to NeMo Guardrails?", "ground_truth": ["NVIDIA AgentIQ", "NeMo Guardrails"], "concept_id_a": 31, "concept_id_b": 32, "hop_depth": 1}
148
+ {"id": "nvidia-developer-ecosystem_T5_66_9", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA Blueprint relate to Triton Inference Server?", "ground_truth": ["NVIDIA Blueprint", "Triton Inference Server"], "concept_id_a": 66, "concept_id_b": 9, "hop_depth": 1}
149
+ {"id": "nvidia-developer-ecosystem_T5_13_3", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Framework relate to cuDNN?", "ground_truth": ["NeMo Framework", "cuDNN"], "concept_id_a": 13, "concept_id_b": 3, "hop_depth": 1}
150
+ {"id": "nvidia-developer-ecosystem_T5_36_38", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA Omniverse relate to PhysX?", "ground_truth": ["NVIDIA Omniverse", "PhysX"], "concept_id_a": 36, "concept_id_b": 38, "hop_depth": 1}
151
+ {"id": "nvidia-developer-ecosystem_T5_17_13", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Megatron-Bridge relate to NeMo Framework?", "ground_truth": ["NeMo Megatron-Bridge", "NeMo Framework"], "concept_id_a": 17, "concept_id_b": 13, "hop_depth": 1}
152
+ {"id": "nvidia-developer-ecosystem_T5_24_7", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does TAO Toolkit relate to TensorRT?", "ground_truth": ["TAO Toolkit", "TensorRT"], "concept_id_a": 24, "concept_id_b": 7, "hop_depth": 1}
153
+ {"id": "nvidia-developer-ecosystem_T5_41_10", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA Cosmos relate to NVIDIA NIM?", "ground_truth": ["NVIDIA Cosmos", "NVIDIA NIM"], "concept_id_a": 41, "concept_id_b": 10, "hop_depth": 1}
154
+ {"id": "nvidia-developer-ecosystem_T5_21_13", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Evaluator relate to NeMo Framework?", "ground_truth": ["NeMo Evaluator", "NeMo Framework"], "concept_id_a": 21, "concept_id_b": 13, "hop_depth": 1}
155
+ {"id": "nvidia-developer-ecosystem_T5_65_13", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does DGX Cloud relate to NeMo Framework?", "ground_truth": ["DGX Cloud", "NeMo Framework", "CUDA Toolkit"], "concept_id_a": 65, "concept_id_b": 13, "hop_depth": 1}
156
+ {"id": "nvidia-developer-ecosystem_T5_68_67", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does cuDF relate to RAPIDS?", "ground_truth": ["cuDF", "RAPIDS"], "concept_id_a": 68, "concept_id_b": 67, "hop_depth": 1}
157
+ {"id": "nvidia-developer-ecosystem_T5_9_1", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does Triton Inference Server relate to CUDA Toolkit?", "ground_truth": ["Triton Inference Server", "CUDA Toolkit"], "concept_id_a": 9, "concept_id_b": 1, "hop_depth": 1}
158
+ {"id": "nvidia-developer-ecosystem_T5_39_5", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does Newton Physics relate to NVIDIA Warp?", "ground_truth": ["Newton Physics", "NVIDIA Warp"], "concept_id_a": 39, "concept_id_b": 5, "hop_depth": 1}
159
+ {"id": "nvidia-developer-ecosystem_T5_75_41", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does Physical AI Context Layer Gap relate to NVIDIA Cosmos?", "ground_truth": ["Physical AI Context Layer Gap", "NVIDIA Cosmos"], "concept_id_a": 75, "concept_id_b": 41, "hop_depth": 1}
160
+ {"id": "nvidia-developer-ecosystem_T5_77_30", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does RAG Schema / Declarative Retrieval Gap relate to NIM RAG Pipeline?", "ground_truth": ["RAG Schema / Declarative Retrieval Gap", "NIM RAG Pipeline", "Reranker NIM"], "concept_id_a": 77, "concept_id_b": 30, "hop_depth": 1}
161
+ {"id": "nvidia-developer-ecosystem_T5_63_13", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA AI Enterprise relate to NeMo Framework?", "ground_truth": ["NVIDIA AI Enterprise", "NeMo Framework"], "concept_id_a": 63, "concept_id_b": 13, "hop_depth": 1}
162
+ {"id": "nvidia-developer-ecosystem_T5_45_38", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does Isaac Lab relate to PhysX?", "ground_truth": ["Isaac Lab", "PhysX"], "concept_id_a": 45, "concept_id_b": 38, "hop_depth": 1}
163
+ {"id": "nvidia-developer-ecosystem_T5_10_8", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA NIM relate to TensorRT-LLM?", "ground_truth": ["NVIDIA NIM", "TensorRT-LLM"], "concept_id_a": 10, "concept_id_b": 8, "hop_depth": 1}
164
+ {"id": "nvidia-developer-ecosystem_T5_7_1", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does TensorRT relate to CUDA Toolkit?", "ground_truth": ["TensorRT", "CUDA Toolkit"], "concept_id_a": 7, "concept_id_b": 1, "hop_depth": 1}
165
+ {"id": "nvidia-developer-ecosystem_T5_52_1", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does DRIVE AGX relate to CUDA Toolkit?", "ground_truth": ["DRIVE AGX", "CUDA Toolkit"], "concept_id_a": 52, "concept_id_b": 1, "hop_depth": 1}
166
+ {"id": "nvidia-developer-ecosystem_T5_45_5", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does Isaac Lab relate to NVIDIA Warp?", "ground_truth": ["Isaac Lab", "NVIDIA Warp"], "concept_id_a": 45, "concept_id_b": 5, "hop_depth": 1}
167
+ {"id": "nvidia-developer-ecosystem_T5_63_10", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA AI Enterprise relate to NVIDIA NIM?", "ground_truth": ["NVIDIA AI Enterprise", "NVIDIA NIM", "Triton Inference Server"], "concept_id_a": 63, "concept_id_b": 10, "hop_depth": 1}
168
+ {"id": "nvidia-developer-ecosystem_T5_3_2", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does cuDNN relate to CUDA-X Libraries?", "ground_truth": ["cuDNN", "CUDA-X Libraries"], "concept_id_a": 3, "concept_id_b": 2, "hop_depth": 1}
169
+ {"id": "nvidia-developer-ecosystem_T5_10_9", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NVIDIA NIM relate to Triton Inference Server?", "ground_truth": ["NVIDIA NIM", "Triton Inference Server"], "concept_id_a": 10, "concept_id_b": 9, "hop_depth": 1}
170
+ {"id": "nvidia-developer-ecosystem_T5_59_62", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does JetPack SDK relate to DeepStream SDK?", "ground_truth": ["JetPack SDK", "DeepStream SDK", "Triton Inference Server", "CUDA Toolkit"], "concept_id_a": 59, "concept_id_b": 62, "hop_depth": 1}
171
+ {"id": "nvidia-developer-ecosystem_T5_20_15", "domain": "nvidia-developer-ecosystem", "type": "T5_cross_concept", "query": "How does NeMo Customizer relate to NeMo RL?", "ground_truth": ["NeMo Customizer", "NeMo RL"], "concept_id_a": 20, "concept_id_b": 15, "hop_depth": 1}