PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection
Compared to this week’s papers
Verification pending
Use This Via API or MCP
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/piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 8/10
- Last proof check
- 2026-04-20
- Score updated
- 2026-04-20
- Score fresh until
- 2026-05-20
- 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
PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection
Canonical ID piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection | Route /signal-canvas/piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detectionMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection",
"query_text": "Summarize PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection",
"normalized_query": "2604.15776",
"route": "/signal-canvas/piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection",
"paper_ref": "piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection",
"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: PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection
PDF: https://arxiv.org/pdf/2604.15776v1
Repository: https://github.com/pritesh-2711/pii-bench
Source count: 4
Coverage: 67%
Last proof check: 2026-04-20T20:23:06.121Z
Signal Canvas receipt window
Ready for execution: PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection
/buildability/piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection
Subject: PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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/piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection
Paper ref
piibench-a-unified-multi-source-benchmark-corpus-for-personally-identifiable-information-detection
arXiv id
2604.15776
Freshness
Generated at
2026-04-20T20:23:06.121Z
Evidence freshness
stale
Last verification
2026-04-20T20:23:06.121Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
a377967d02ddce0d9e4678f4336c1e84f628315e910f0d5d700f11c5d8e642b8
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: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection
Canonical Paper Receipt
Last verification: 2026-04-20T20:23:06.121ZFreshness: stale
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 67%
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 8.0
GitHub Code Pulse
Claim map
No public claim map is available for this paper yet.
Startup potential card
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