Pith Number

pith:ETVIYSKT

pith:2024:ETVIYSKTDQC2HGRJ24PIH5R6O5

not attested not anchored not stored refs pending

Time Series Supplier Allocation via Deep Black-Litterman Model

Dingyi Zhuang, Hao Chen, Jiayuan Luo, Wentao Zhang, Xiaowei Gao, Xinke Jiang, Yuchen Fang

arxiv:2401.17350 v2 · 2024-01-30 · 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{ETVIYSKTDQC2HGRJ24PIH5R6O5}

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

1 paper in Pith

Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective

Receipt and verification

First computed	2026-07-05T07:43:14.919912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24ea8c49531c05a39a29d71e83f63e7755314ec101b3ab03eaf01288a6e4f01a

Aliases

arxiv: 2401.17350 · arxiv_version: 2401.17350v2 · doi: 10.48550/arxiv.2401.17350 · pith_short_12: ETVIYSKTDQC2 · pith_short_16: ETVIYSKTDQC2HGRJ · pith_short_8: ETVIYSKT

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/ETVIYSKTDQC2HGRJ24PIH5R6O5 \
  | 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: 24ea8c49531c05a39a29d71e83f63e7755314ec101b3ab03eaf01288a6e4f01a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e181264a76089b61d0d6c9ad0ce195f33dac2d6140420645c645a30986772f4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-30T17:57:07Z",
    "title_canon_sha256": "cb21bf83f66071cf13281b0bf2d26b5e586a8a347da48f3a5280d04b2d5cb574"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17350",
    "kind": "arxiv",
    "version": 2
  }
}