DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning

DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning

stale

Proof freshness: stale
Proof status: partial
Display score: 7/10
Last proof check: 2026-04-22
Score updated: 2026-04-22
Score fresh until: 2026-05-22
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning | Route /signal-canvas/dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning",
    "query_text": "Summarize DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning",
  "normalized_query": "2604.18964",
  "route": "/signal-canvas/dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning",
  "paper_ref": "dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning

PDF: https://arxiv.org/pdf/2604.18964v1

Source count: 4

Coverage: 67%

Last proof check: 2026-04-22T20:32:50.107Z

Signal Canvas receipt window

Watch and verify: DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning

/buildability/dw-bench-benchmarking-llms-on-data-warehouse-graph-topology-reasoning

Watchwatch

Subject: DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

DW-Bench: Benchmarking LLMs on Data Warehouse Graph Topology Reasoning

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