Pith Number

pith:FQ4J6CLW

pith:2024:FQ4J6CLWNVNZHV6UIVV2MQKU6T

not attested not anchored not stored refs pending

GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks

Hershel Mehta, Hyung-il Ahn, Naveen Tewari, Santiago Olivar, Young Chol Song

arxiv:2404.07523 v1 · 2024-04-11 · cs.AI · 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{FQ4J6CLWNVNZHV6UIVV2MQKU6T}

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	2026-07-05T08:06:54.249736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c389f09766d5b93d7d4456ba64154f4d25a394da59c70f930b1497f622afc78

Aliases

arxiv: 2404.07523 · arxiv_version: 2404.07523v1 · doi: 10.48550/arxiv.2404.07523 · pith_short_12: FQ4J6CLWNVNZ · pith_short_16: FQ4J6CLWNVNZHV6U · pith_short_8: FQ4J6CLW

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/FQ4J6CLWNVNZHV6UIVV2MQKU6T \
  | 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: 2c389f09766d5b93d7d4456ba64154f4d25a394da59c70f930b1497f622afc78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67985ed0ac8df47d119ae6cb754976f60c309f9661b988086d40e92cc4a6ebb7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-04-11T07:36:00Z",
    "title_canon_sha256": "30c4298cf734552bf3f0a349f5291c601b3b2776e741eec8268e243a7a5b313a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07523",
    "kind": "arxiv",
    "version": 1
  }
}