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From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS

Stale8d agoPending verification refs / 3 sources / Verification pending
Viability
0.0/10

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/from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars

stale
Proof freshness
stale
Proof status
unverified
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
3
Coverage
50%

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

Agent Handoff

From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS

Canonical ID from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars | Route /signal-canvas/from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars",
    "query_text": "Summarize From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS",
  "normalized_query": "2604.18873",
  "route": "/signal-canvas/from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars",
  "paper_ref": "from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars",
  "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

Signal Canvas receipt window

Watch and verify: From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS

/buildability/from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars

Watchwatch

Subject: From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS

Verdict

Watch

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

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/from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars

Paper ref

from-natural-language-to-executable-narsese-a-neuro-symbolic-benchmark-and-pipeline-for-reasoning-with-nars

arXiv id

2604.18873

Freshness

Generated at

2026-04-22T20:30:35.827Z

Evidence freshness

stale

Last verification

2026-04-22T20:30:35.827Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

594a971ee164c85268bfc57dac1500dbc4d2e39e3db5b90391c6e82b66cc40c8

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: repo_url
  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Pending verification refs / 3 sources / Verification pending

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

From Natural Language to Executable Narsese: A Neuro-Symbolic Benchmark and Pipeline for Reasoning with NARS

Overall score: 7/10
Lineage: 594a971ee164

Canonical Paper Receipt

Last verification: 2026-04-22T20:30:35.827Z

Freshness: stale

Proof: unverified

Repo: missing

References: 0

Sources: 3

Coverage: 50%

Missingness
  • - repo_url
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Key claims

Strong 1Mixed 0Weak 0
Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

Related Resources

Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.

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