Pith Number

pith:NXIJH6QP

pith:2025:NXIJH6QPXXZ6Q37NEZOTJEUXEI

not attested not anchored not stored refs pending

LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning

Hai Yang, Hao Liu, Siyuan Feng, Tengfei Lyu

arxiv:2505.22695 v2 · 2025-05-28 · 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{NXIJH6QPXXZ6Q37NEZOTJEUXEI}

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	2026-06-12T01:09:09.471451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dd093fa0fbdf3e86fed265d349297223a62a1c2710d7945caa5d6b45ba7c993

Aliases

arxiv: 2505.22695 · arxiv_version: 2505.22695v2 · doi: 10.48550/arxiv.2505.22695 · pith_short_12: NXIJH6QPXXZ6 · pith_short_16: NXIJH6QPXXZ6Q37N · pith_short_8: NXIJH6QP

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/NXIJH6QPXXZ6Q37NEZOTJEUXEI \
  | 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: 6dd093fa0fbdf3e86fed265d349297223a62a1c2710d7945caa5d6b45ba7c993

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b451d29a60aaa486f2db5af62b4c6178eb5435a6196943b5158ff0b9af1633a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T13:14:55Z",
    "title_canon_sha256": "e2e65ede796ab2c83d413aa83ec0d8b321d8596b5340de6b4579c65c088e7691"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22695",
    "kind": "arxiv",
    "version": 2
  }
}