Pith Number

pith:B2YPLKF4

pith:2025:B2YPLKF4XRCSRY34PSIRUYH7OR

not attested not anchored not stored refs pending

Nature's Insight: A Novel Framework and Comprehensive Analysis of Agentic Reasoning Through the Lens of Neuroscience

Arvind Kumar, Gaoyuan Ma, Giovanni Iacca, Haoran Li, Jingyi Lu, Lin Wang, Shaojun Tang, Xu Hong, Zinan Liu

arxiv:2505.05515 v1 · 2025-05-07 · q-bio.NC · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B2YPLKF4XRCSRY34PSIRUYH7OR}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

EFlow: Learning Evidence Flow for Long-Video Reasoning with Adaptive Reflection

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities

Receipt and verification

First computed	2026-07-05T11:00:27.171526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0eb0f5a8bcbc4528e37c7c911a60ff745e77b9d13f4d3c480d144584ef646d7a

Aliases

arxiv: 2505.05515 · arxiv_version: 2505.05515v1 · doi: 10.48550/arxiv.2505.05515 · pith_short_12: B2YPLKF4XRCS · pith_short_16: B2YPLKF4XRCSRY34 · pith_short_8: B2YPLKF4

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/B2YPLKF4XRCSRY34PSIRUYH7OR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 0eb0f5a8bcbc4528e37c7c911a60ff745e77b9d13f4d3c480d144584ef646d7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4e8bc82225634c01814d54dda9f4de7f4693353a6f01bad5c28305677470aae",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2025-05-07T14:25:46Z",
    "title_canon_sha256": "33def21eff0c4d96d5a730467345d176e50bfe46b9000bb549533f57e54b5518"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05515",
    "kind": "arxiv",
    "version": 1
  }
}