Pith Number

pith:HLYBK4K5

pith:2019:HLYBK4K567IFU7NT64YGGDWURA

not attested not anchored not stored refs pending

Multi-modal Probabilistic Prediction of Interactive Behavior via an Interpretable Model

Liting Sun, Masayoshi Tomizuka, Wei Zhan, Yeping Hu

arxiv:1903.09381 v2 · 2019-03-22 · 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{HLYBK4K567IFU7NT64YGGDWURA}

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	2026-05-17T23:44:28.922798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3af015715df7d05a7db3f730630ed48816a2bac118397ab2ea72a991a7cd8fd5

Aliases

arxiv: 1903.09381 · arxiv_version: 1903.09381v2 · doi: 10.48550/arxiv.1903.09381 · pith_short_12: HLYBK4K567IF · pith_short_16: HLYBK4K567IFU7NT · pith_short_8: HLYBK4K5

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/HLYBK4K567IFU7NT64YGGDWURA \
  | 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: 3af015715df7d05a7db3f730630ed48816a2bac118397ab2ea72a991a7cd8fd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efa3b8b19b442ba4958318cc5d89a0ca223f03594bed1e687cd7db29636f37c7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-22T07:06:58Z",
    "title_canon_sha256": "736d8d452b21aa575d5d3bb4124e71069e49d936ec9387a00ee4a531c42c35fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.09381",
    "kind": "arxiv",
    "version": 2
  }
}