MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
Compared to this week’s papers
Verification pending
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Use Signal Canvas as the narrative proof surface
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 4/10
- Last proof check
- 2026-04-07
- Score updated
- 2026-04-07
- Score fresh until
- 2026-05-07
- References
- 0
- Source count
- 0
- Coverage
- 0%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
Canonical ID mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale | Route /signal-canvas/mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scaleMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale",
"query_text": "Summarize MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale",
"normalized_query": "2604.04771",
"route": "/signal-canvas/mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale",
"paper_ref": "mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
PDF: https://arxiv.org/pdf/2604.04771v1
Source count: Pending verification
Coverage: 0%
Last proof check: 2026-04-07T20:13:34.907Z
Signal Canvas receipt window
Not build-ready: MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
/buildability/mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale
Subject: MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale
Paper ref
mineru2-5-pro-pushing-the-limits-of-data-centric-document-parsing-at-scale
arXiv id
2604.04771
Freshness
Generated at
2026-04-07T20:13:34.907Z
Evidence freshness
fresh
Last verification
2026-04-07T20:13:34.907Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
d1aff660be35c51ebdfc53421f891e2e0bbd0363c358cfc570601d940cd3b540
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: paper_evidence_receipts.references_count
- Missing: paper_evidence_receipts.coverage
- Unknown: Canonical evidence receipt has not been materialized yet.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
Canonical Paper Receipt
Last verification: 2026-04-07T20:13:34.907ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 0
Coverage: 0%
- - paper_evidence_receipts.references_count
- - paper_evidence_receipts.coverage
- - Canonical evidence receipt has not been materialized yet.
Preparing verified analysis
Dimensions overall score 4.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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