Pith. sign in
Pith Number

pith:DB7VQ4AJ

pith:2025:DB7VQ4AJNIVWLXBTQ5PJ2TLG5U
not attested not anchored not stored refs pending

Large Language Models for Supply Chain Decisions

David Simchi-Levi, Ishai Menache, Jeevan Pathuri, Konstantina Mellou

arxiv:2507.21502 v1 · 2025-07-29 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DB7VQ4AJNIVWLXBTQ5PJ2TLG5U}

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.

Cited by

6 papers in Pith

Receipt and verification
First computed 2026-07-05T11:45:01.320033Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

187f5870096a2b65dc33875e9d4d66ed3d14614977565f7e44002060b2fb49e0

Aliases

arxiv: 2507.21502 · arxiv_version: 2507.21502v1 · doi: 10.48550/arxiv.2507.21502 · pith_short_12: DB7VQ4AJNIVW · pith_short_16: DB7VQ4AJNIVWLXBT · pith_short_8: DB7VQ4AJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DB7VQ4AJNIVWLXBTQ5PJ2TLG5U \
  | 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: 187f5870096a2b65dc33875e9d4d66ed3d14614977565f7e44002060b2fb49e0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6619daa394ce3d402e2cc0a0b1c77303a3c28d265e712aa377cc8236ac2512f8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-29T04:50:27Z",
    "title_canon_sha256": "a8a54e34e44697fd3ba0c64e1d9379fa6d273e59284ccecbb3cdfe409e6df1ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21502",
    "kind": "arxiv",
    "version": 1
  }
}