Pith Number

pith:EPAETFCQ

pith:2025:EPAETFCQLKDLJVKGA44LWOAFNP

not attested not anchored not stored refs pending

Compositional Learning for Modular Multi-Agent Self-Organizing Networks

Parijat Bhattacharjee, Qi Liao

arxiv:2506.02616 v1 · 2025-06-03 · 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{EPAETFCQLKDLJVKGA44LWOAFNP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:15:05.421014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23c04994505a86b4d5460738bb38056bc9d3c7de9201013750288c81e294c506

Aliases

arxiv: 2506.02616 · arxiv_version: 2506.02616v1 · doi: 10.48550/arxiv.2506.02616 · pith_short_12: EPAETFCQLKDL · pith_short_16: EPAETFCQLKDLJVKG · pith_short_8: EPAETFCQ

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/EPAETFCQLKDLJVKGA44LWOAFNP \
  | 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: 23c04994505a86b4d5460738bb38056bc9d3c7de9201013750288c81e294c506

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f5c654b1d0d903069521b34d13f56963b72f93bc44350313a532051bab1876a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-03T08:33:18Z",
    "title_canon_sha256": "8c55418698d426ec61c4e93aaa60bc1a14bafddd1995923ed363ba2cf26d5470"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02616",
    "kind": "arxiv",
    "version": 1
  }
}