Pith Number

pith:HVE6CITK

pith:2019:HVE6CITKV6QPRD2MEKIH46PTZT

not attested not anchored not stored refs pending

Graph Neural Networks for Modelling Traffic Participant Interaction

Alois Knoll, Frederik Diehl, Michael Truong Le, Thomas Brunner

arxiv:1903.01254 v2 · 2019-03-04 · 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{HVE6CITKV6QPRD2MEKIH46PTZT}

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	2026-05-17T23:46:52.774617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d49e1226aafa0f88f4c22907e79f3cce2da3d6efc62a8e2b164b2b21696156e

Aliases

arxiv: 1903.01254 · arxiv_version: 1903.01254v2 · doi: 10.48550/arxiv.1903.01254 · pith_short_12: HVE6CITKV6QP · pith_short_16: HVE6CITKV6QPRD2M · pith_short_8: HVE6CITK

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/HVE6CITKV6QPRD2MEKIH46PTZT \
  | 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: 3d49e1226aafa0f88f4c22907e79f3cce2da3d6efc62a8e2b164b2b21696156e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d813c6e670cb39524938e3afe5891a592bcb3b5e2c0eb15ece5f81a3a0c42c2b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-04T14:15:07Z",
    "title_canon_sha256": "7ae676ccc54e6afa0ece1513146c46ae64ce29e32f8cd68fd9be968c9fb0db2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.01254",
    "kind": "arxiv",
    "version": 2
  }
}