Pith Number

pith:CXVNP6TG

pith:2024:CXVNP6TGXDMGEZ5XDL5G2E7TCM

not attested not anchored not stored refs pending

Towards the efficacy of federated prediction for epidemics on networks

Chengpeng Fu, Hao Chen, Tong Li, Wen Du, Zhidong He

arxiv:2412.02161 v1 · 2024-12-03 · cs.SI · cs.DC · 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{CXVNP6TGXDMGEZ5XDL5G2E7TCM}

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	2026-07-05T09:43:45.243589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15ead7fa66b8d86267b71afa6d13f3131e73edd6c6f6f426ae59f4df9eba1f8d

Aliases

arxiv: 2412.02161 · arxiv_version: 2412.02161v1 · doi: 10.48550/arxiv.2412.02161 · pith_short_12: CXVNP6TGXDMG · pith_short_16: CXVNP6TGXDMGEZ5X · pith_short_8: CXVNP6TG

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/CXVNP6TGXDMGEZ5XDL5G2E7TCM \
  | 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: 15ead7fa66b8d86267b71afa6d13f3131e73edd6c6f6f426ae59f4df9eba1f8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e13d70c7d98663bf789a99d7d0a3ba869dbb57c271cdda5f56bfbda2cf5e0d7",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2024-12-03T04:37:28Z",
    "title_canon_sha256": "654c321d60bfd7c25c51defa6d0ee3506147b8e27dabf96eba07b9474858ca44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02161",
    "kind": "arxiv",
    "version": 1
  }
}