Pith Number

pith:JJRM6QKI

pith:2026:JJRM6QKI2N6ZFFINYFLHKWAAK3

not attested not anchored not stored refs pending

ProbRes: Volatility Learning for Probabilistic Time-Series Forecasting

Benyou Wang, Tingting Wang, Yunyi Zhang

arxiv:2606.02117 v1 · 2026-06-01 · stat.ML · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJRM6QKI2N6ZFFINYFLHKWAAK3}

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	2026-06-02T02:05:06.887778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a62cf4148d37d92950dc15675580056c056c6aec00161c6d615384e8c97999c

Aliases

arxiv: 2606.02117 · arxiv_version: 2606.02117v1 · doi: 10.48550/arxiv.2606.02117 · pith_short_12: JJRM6QKI2N6Z · pith_short_16: JJRM6QKI2N6ZFFIN · pith_short_8: JJRM6QKI

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/JJRM6QKI2N6ZFFINYFLHKWAAK3 \
  | 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: 4a62cf4148d37d92950dc15675580056c056c6aec00161c6d615384e8c97999c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f0cb3fc13b644b8cc18369391fbd0f0bcef87de79879267b8978fc01216aff3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-01T11:49:03Z",
    "title_canon_sha256": "25bab1b4a2692877fcf1c736c9da04f6d34cb4359853fb46b141d411e5f0ff5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02117",
    "kind": "arxiv",
    "version": 1
  }
}