Pith Number

pith:QPD7YVKY

pith:2023:QPD7YVKYFZIYUI4BOIV3M6CJ3I

not attested not anchored not stored refs pending

ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons

Jia Li, Jiang Bian, Jiawen Zhang, Shun Zheng, Xumeng Wen, Zhenwei Zhang

arxiv:2310.07446 v5 · 2023-10-11 · 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{QPD7YVKYFZIYUI4BOIV3M6CJ3I}

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	2026-07-05T09:23:00.659394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83c7fc55582e518a2381722bb67849da20b7c0dd98baada66b47b83086a6929c

Aliases

arxiv: 2310.07446 · arxiv_version: 2310.07446v5 · doi: 10.48550/arxiv.2310.07446 · pith_short_12: QPD7YVKYFZIY · pith_short_16: QPD7YVKYFZIYUI4B · pith_short_8: QPD7YVKY

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/QPD7YVKYFZIYUI4BOIV3M6CJ3I \
  | 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: 83c7fc55582e518a2381722bb67849da20b7c0dd98baada66b47b83086a6929c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c69298bd0162669a83a22c891133dcb801946635fff92e37e98f71ed1b500887",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-11T12:48:45Z",
    "title_canon_sha256": "70a48ff67172b6a484f0ec5ade468c61faf922fa147cb284364cf85ae00510b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07446",
    "kind": "arxiv",
    "version": 5
  }
}