Pith Number

pith:P6AGPWUD

pith:2020:P6AGPWUDKAHQ46SAG652WJFXH4

not attested not anchored not stored refs pending

Demand Forecasting of Individual Probability Density Functions with Machine Learning

D. Stemmer, F. Wick, J. Ernst, M. Feindt, M. Hahn, M. Wolf, T. Singhal, U. Kerzel

arxiv:2009.07052 v3 · 2020-09-15 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P6AGPWUDKAHQ46SAG652WJFXH4}

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	2026-07-05T02:59:53.967719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f8067da83500f0e7a4037bbab24b73f1a46e19796e6bf72cd4180e336a491ed

Aliases

arxiv: 2009.07052 · arxiv_version: 2009.07052v3 · doi: 10.48550/arxiv.2009.07052 · pith_short_12: P6AGPWUDKAHQ · pith_short_16: P6AGPWUDKAHQ46SA · pith_short_8: P6AGPWUD

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/P6AGPWUDKAHQ46SAG652WJFXH4 \
  | 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: 7f8067da83500f0e7a4037bbab24b73f1a46e19796e6bf72cd4180e336a491ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d3f1c05cf3d871c889dca24c9a222838623773e5e7e5bcdf786ae6d7b26aa53",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-15T13:05:05Z",
    "title_canon_sha256": "db270b244d9e5e6d8ef0dc956ac0a05f3a15057e17fff886301963f062937991"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.07052",
    "kind": "arxiv",
    "version": 3
  }
}