pc-research / 20260103_005748 /step_log.json
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{
"steps": [
{
"step": 1,
"timestamp": "2026-01-03T00:58:02.913077",
"agent": "online_search_agent",
"action": "Online search: 'Manifold-Constrained Hyper-Connections'",
"result_preview": "Found 136 papers",
"details": {
"query": "Manifold-Constrained Hyper-Connections",
"sources": null,
"papers_found": 136,
"papers_added": 136,
"retrieval_metrics": {}
},
"papers_count": 136
},
{
"step": 2,
"timestamp": "2026-01-03T00:58:19.135998",
"agent": "offline_search_agent",
"action": "Offline search: 'Manifold-Constrained Hyper-Connections'",
"result_preview": "Found 17 papers from local database",
"details": {
"query": "Manifold-Constrained Hyper-Connections",
"conferences": [
"nips",
"iclr",
"icml",
"cvpr",
"iccv",
"eccv",
"aaai",
"ijcai",
"acl",
"emnlp",
"naacl",
"coling",
"aistats",
"uai",
"colt",
"acml",
"corl",
"rss",
"icra",
"iros",
"siggraph",
"wacv",
"acmmm",
"kdd",
"www",
"alt",
"automl",
"colm",
"3dv"
],
"start_year": null,
"end_year": null,
"papers_found": 17,
"papers_added": 17,
"retrieval_metrics": {}
},
"papers_count": 153
},
{
"step": 3,
"timestamp": "2026-01-03T00:58:25.769572",
"agent": "online_search_agent",
"action": "Online search: 'Manifold-Constrained Hyper-Connections'",
"result_preview": "Found 173 papers",
"details": {
"query": "Manifold-Constrained Hyper-Connections",
"sources": [
"arxiv",
"semantic_scholar"
],
"papers_found": 173,
"papers_added": 74,
"retrieval_metrics": {}
},
"papers_count": 227
},
{
"step": 4,
"timestamp": "2026-01-03T00:58:28.900855",
"agent": "online_search_agent",
"action": "Online search: 'Manifold-Constrained Hyper-Connections'",
"result_preview": "Found 38 papers",
"details": {
"query": "Manifold-Constrained Hyper-Connections",
"sources": [
"openalex",
"dblp"
],
"papers_found": 38,
"papers_added": 0,
"retrieval_metrics": {}
},
"papers_count": 227
},
{
"step": 5,
"timestamp": "2026-01-03T00:58:40.810477",
"agent": "sorting_agent",
"action": "Sorted 227 papers by 'relevance'",
"result_preview": "Top paper: Hyper-Connections...",
"details": {
"sort_by": "relevance",
"weights": null,
"top_k": null
},
"papers_count": 227
},
{
"step": 6,
"timestamp": "2026-01-03T00:58:42.330515",
"agent": "sorting_agent",
"action": "Sorted 227 papers by 'citations'",
"result_preview": "Top paper: Hyper-Graph Regularized Constrained NMF for Select...",
"details": {
"sort_by": "citations",
"weights": null,
"top_k": null
},
"papers_count": 227
},
{
"step": 7,
"timestamp": "2026-01-03T00:59:04.913136",
"agent": "analysis_agent",
"action": "Analyzing papers (topics)",
"result_preview": "Generated insights from 227 papers",
"details": {
"analysis_type": "topics"
},
"papers_count": 227
},
{
"step": 8,
"timestamp": "2026-01-03T00:59:05.818143",
"agent": "analysis_agent",
"action": "Analyzing papers (authors)",
"result_preview": "Generated insights from 227 papers",
"details": {
"analysis_type": "authors"
},
"papers_count": 227
},
{
"step": 9,
"timestamp": "2026-01-03T00:59:06.712324",
"agent": "analysis_agent",
"action": "Analyzing papers (summary)",
"result_preview": "Generated insights from 227 papers",
"details": {
"analysis_type": "summary"
},
"papers_count": 227
},
{
"step": 10,
"timestamp": "2026-01-03T00:59:07.656486",
"agent": "analysis_agent",
"action": "Analyzing papers (trends)",
"result_preview": "Generated insights from 227 papers",
"details": {
"analysis_type": "trends"
},
"papers_count": 227
},
{
"step": 11,
"timestamp": "2026-01-03T00:59:08.651932",
"agent": "analysis_agent",
"action": "Analyzing papers (venues)",
"result_preview": "Generated insights from 227 papers",
"details": {
"analysis_type": "venues"
},
"papers_count": 227
}
],
"current_step": 11,
"metadata": {
"query": "Manifold-Constrained Hyper-Connections",
"total_steps": 11,
"last_updated": "2026-01-03T00:59:08.699236",
"started_at": "2026-01-03T00:57:50.393887",
"total_papers": 227
}
}