Pith Number

pith:YUP45FT4

pith:2021:YUP45FT4EDMZV5G6GXSUGH2IIO

not attested not anchored not stored refs pending

Distribution Preserving Multiple Hypotheses Prediction for Uncertainty Modeling

J\"orn Thielecke, Moritz Sackmann, Tobias Leemann, Ulrich Hofmann

arxiv:2110.02858 v1 · 2021-10-06 · 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{YUP45FT4EDMZV5G6GXSUGH2IIO}

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

Structured Basis Function Networks: Loss-Centric Multi-Hypothesis Ensembles with Controllable Diversity

Receipt and verification

First computed	2026-07-05T03:20:30.723088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c51fce967c20d99af4de35e5431f4843a09f6ab0253b2d01b48406ba6307ea5b

Aliases

arxiv: 2110.02858 · arxiv_version: 2110.02858v1 · doi: 10.48550/arxiv.2110.02858 · pith_short_12: YUP45FT4EDMZ · pith_short_16: YUP45FT4EDMZV5G6 · pith_short_8: YUP45FT4

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/YUP45FT4EDMZV5G6GXSUGH2IIO \
  | 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: c51fce967c20d99af4de35e5431f4843a09f6ab0253b2d01b48406ba6307ea5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e493bfd7759cd403ece5a57d348a06689f8521691b896abb9eae9207ef87f7d3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-06T15:36:17Z",
    "title_canon_sha256": "afb7f2c908f32a4360113d5849bd1a8c326e54f0f26ea817597a6ec5d036ea81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02858",
    "kind": "arxiv",
    "version": 1
  }
}