SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-24
Score updated: 2026-04-24
Score fresh until: 2026-05-24
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 semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis | Route /signal-canvas/semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis",
    "query_text": "Summarize SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis",
  "normalized_query": "2604.21414",
  "route": "/signal-canvas/semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis",
  "paper_ref": "semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis",
  "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: SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

PDF: https://arxiv.org/pdf/2604.21414v1

Repository: https://github.com/lizhenping/SemanticSQL-Agent

Source count: 4

Coverage: 67%

Last proof check: 2026-04-24T20:27:49.006Z

Signal Canvas receipt window

Ready for execution: SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

/buildability/semanticagent-a-semantics-aware-framework-for-text-to-sql-data-synthesis

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Subject: SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis

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