Pith Number

pith:KPXAC7SY

pith:2024:KPXAC7SYBQUE6SAMRS7XG2LBX3

not attested not anchored not stored refs pending

CausalTAD: Causal Implicit Generative Model for Debiased Online Trajectory Anomaly Detection

Chang Gong, Di Yao, Jingping Bi, Quanliang Jing, Wenbin Li, Xiaokai Chu, Xiaolei Zhou, Yunxia Fan, Yuxuan Zhang

arxiv:2412.18820 v1 · 2024-12-25 · 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{KPXAC7SYBQUE6SAMRS7XG2LBX3}

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	2026-07-05T09:54:11.333430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53ee017e580c284f480c8cbf736961bec9e21e0a3139dbe5b05a43958af47a75

Aliases

arxiv: 2412.18820 · arxiv_version: 2412.18820v1 · doi: 10.48550/arxiv.2412.18820 · pith_short_12: KPXAC7SYBQUE · pith_short_16: KPXAC7SYBQUE6SAM · pith_short_8: KPXAC7SY

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/KPXAC7SYBQUE6SAMRS7XG2LBX3 \
  | 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: 53ee017e580c284f480c8cbf736961bec9e21e0a3139dbe5b05a43958af47a75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d7021da45ff526d35e3e4fd408ebe82a8fb6d0af874b9ee1c0954d5bd3eb675",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-25T08:20:52Z",
    "title_canon_sha256": "abc045dfc803130fe30d484a7da3e8327cd447d389c876e029b35c1b28e7d29e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18820",
    "kind": "arxiv",
    "version": 1
  }
}