Pith Number

pith:PPDOWCTF

pith:2024:PPDOWCTFWLGE5AARG3KJ3MP53Y

not attested not anchored not stored refs pending

Predicting Time Series of Networked Dynamical Systems without Knowing Topology

Jianxi Gao, Malik Magdon-Ismail, Yanna Ding, Zijie Huang

arxiv:2412.18734 v1 · 2024-12-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PPDOWCTFWLGE5AARG3KJ3MP53Y}

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	2026-07-05T09:54:09.879707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bc6eb0a65b2cc4e801136d49db1fdde05306c5b92bcef4912db968bb46f59f3

Aliases

arxiv: 2412.18734 · arxiv_version: 2412.18734v1 · doi: 10.48550/arxiv.2412.18734 · pith_short_12: PPDOWCTFWLGE · pith_short_16: PPDOWCTFWLGE5AAR · pith_short_8: PPDOWCTF

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/PPDOWCTFWLGE5AARG3KJ3MP53Y \
  | 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: 7bc6eb0a65b2cc4e801136d49db1fdde05306c5b92bcef4912db968bb46f59f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5973c19c817b2d43d3adcfe49803855561f7c74937aec55499f2115d81ffb767",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-25T01:39:04Z",
    "title_canon_sha256": "4b809601f5f262068dc52b70f7af0eb10c5b13991448dd4d6df40b9d7b7e6e78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18734",
    "kind": "arxiv",
    "version": 1
  }
}