Evidence Receipt. Related Resources.
Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs
Use This Via API or MCP
Use this Signal Canvas via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/reasoning-based-refinement-of-unsupervised-text-clusters-with-llms
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-10
- Score updated
- 2026-04-10
- Score fresh until
- 2026-05-10
- References
- 0
- Source count
- 3
- Coverage
- 50%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs
Canonical ID reasoning-based-refinement-of-unsupervised-text-clusters-with-llms | Route /signal-canvas/reasoning-based-refinement-of-unsupervised-text-clusters-with-llms
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/reasoning-based-refinement-of-unsupervised-text-clusters-with-llmsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "reasoning-based-refinement-of-unsupervised-text-clusters-with-llms",
"query_text": "Summarize Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs",
"normalized_query": "2604.07562",
"route": "/signal-canvas/reasoning-based-refinement-of-unsupervised-text-clusters-with-llms",
"paper_ref": "reasoning-based-refinement-of-unsupervised-text-clusters-with-llms",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
No public code linked for this paper yet.
CLAIM MAP
No public claim map is available for this paper yet.
