Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
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Page Freshness
Canonical route: /signal-canvas/fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa
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 fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa | Route /signal-canvas/fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qaMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa",
"query_text": "Summarize Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA",
"normalized_query": "2605.31064",
"route": "/signal-canvas/fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa",
"paper_ref": "fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA
PDF: https://arxiv.org/pdf/2605.31064v1
Source count: 3
Coverage: 50%
Last proof check: 2026-06-01T20:22:59.206Z
Signal Canvas receipt window
/buildability/fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa
Subject: Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Preparing verified analysis
Dimensions overall score 7.0
No public code linked for this paper yet.
{"file name": "input.pdf", "number of pages": 12, "author": "Hao Chen; Xing Tang; Qirui Liu; Weijie Shi; Shiwei Li; Fuyuan Lyu; Weihong Luo; Xiku Du; Xiuqiang He"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa
Paper ref
fighting-numerical-hallucinations-via-data-centric-compilation-for-online-financial-qa
arXiv id
2605.31064
Generated at
2026-06-01T20:22:59.206Z
Evidence freshness
stale
Last verification
2026-06-01T20:22:59.206Z
Sources
3
References
0
Coverage
50%
Lineage hash
fbad6114f4ff9c0f8a830e2cdd79ac6a6dd57f473c20bc118eb957aacf7598d2
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references