Pith Number

pith:STTKDRM2

pith:2025:STTKDRM2RCTL5XAYDCE7HRUSYO

not attested not anchored not stored refs pending

The Potential of Large Language Models in Supply Chain Management: Advancing Decision-Making, Efficiency, and Innovation

Ali A. Kiaei, Javad Vahidi, Mahan Rofoosheh, Mahnaz Boush, Raha Aghaei, Zeynab Barzegar

arxiv:2501.15411 v1 · 2025-01-26 · cs.CY · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STTKDRM2RCTL5XAYDCE7HRUSYO}

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	2026-07-05T10:05:28.934386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94e6a1c59a88a6bedc181889f3c692c39cc858d2acf2a0027bef75767ea67783

Aliases

arxiv: 2501.15411 · arxiv_version: 2501.15411v1 · doi: 10.48550/arxiv.2501.15411 · pith_short_12: STTKDRM2RCTL · pith_short_16: STTKDRM2RCTL5XAY · pith_short_8: STTKDRM2

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/STTKDRM2RCTL5XAYDCE7HRUSYO \
  | 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: 94e6a1c59a88a6bedc181889f3c692c39cc858d2acf2a0027bef75767ea67783

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a8a99f5e87fefe12392475aac7c4282b28ae52ababd175bd9014458bc2b7125",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-01-26T05:41:50Z",
    "title_canon_sha256": "eb0e623d5cc9c4aa8b9505fb1fdfaf46a382d3bfaa603071ee4af5d49fbf95e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15411",
    "kind": "arxiv",
    "version": 1
  }
}