Pith Number

pith:COUJF3QE

pith:2025:COUJF3QEVRRMQ4SBZX2EIKKENA

not attested not anchored not stored refs pending

Intelligent Routing for Sparse Demand Forecasting: A Comparative Evaluation of Selection Strategies

Qiwen Zhang

arxiv:2506.14810 v2 · 2025-06-04 · 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{COUJF3QEVRRMQ4SBZX2EIKKENA}

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	2026-07-05T11:29:34.796848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13a892ee04ac62c87241cdf44429446816112fa6e8892f59bcff59fb6f40d627

Aliases

arxiv: 2506.14810 · arxiv_version: 2506.14810v2 · doi: 10.48550/arxiv.2506.14810 · pith_short_12: COUJF3QEVRRM · pith_short_16: COUJF3QEVRRMQ4SB · pith_short_8: COUJF3QE

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/COUJF3QEVRRMQ4SBZX2EIKKENA \
  | 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: 13a892ee04ac62c87241cdf44429446816112fa6e8892f59bcff59fb6f40d627

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93c026a635acd115baa6bb806e315e9e0da5cba6767834b3c668fb110aeae525",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-04T03:09:45Z",
    "title_canon_sha256": "951ed075d87d1f96e893fb8b02592e207ba0341f74adb39858c685d288a3bba8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14810",
    "kind": "arxiv",
    "version": 2
  }
}