Pith Number

pith:4NPB6LLG

pith:2024:4NPB6LLGRDH3OK27WX4UIGDLQD

not attested not anchored not stored refs pending

GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning

Hang Zou, Lina Bariah, Mehdi Bennis, Merouane Debbah, Qiyang Zhao, Samson Lasaulce

arxiv:2402.16631 v3 · 2024-02-26 · cs.AI · cs.NI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4NPB6LLGRDH3OK27WX4UIGDLQD}

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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

1 paper in Pith

A Survey of Scaling in Large Language Model Reasoning

Receipt and verification

First computed	2026-07-05T10:58:14.927781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e35e1f2d6688cfb72b5fb5f944186b80fcbf1469162432b8fa46b718b24d681b

Aliases

arxiv: 2402.16631 · arxiv_version: 2402.16631v3 · doi: 10.48550/arxiv.2402.16631 · pith_short_12: 4NPB6LLGRDH3 · pith_short_16: 4NPB6LLGRDH3OK27 · pith_short_8: 4NPB6LLG

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/4NPB6LLGRDH3OK27WX4UIGDLQD \
  | 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: e35e1f2d6688cfb72b5fb5f944186b80fcbf1469162432b8fa46b718b24d681b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02b7114ac6e532773f71f7ced155e81a4902ea0eefdb643b0910f797a04bf71a",
    "cross_cats_sorted": [
      "cs.NI",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-26T15:03:46Z",
    "title_canon_sha256": "e7e6819562e54f4b9825bbe4e28c07ef24ebd29f4af6e9a0dd73ed24760c6a26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16631",
    "kind": "arxiv",
    "version": 3
  }
}