Pith Number

pith:SSMM6VRA

pith:2023:SSMM6VRAOMQW2IUFV72RKB5NEZ

not attested not anchored not stored refs pending

TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences

Jie Qiao, Keli Zhang, Ruichu Cai, Wei Chen, Yuequn Liu, Yuguang Yan, Zhifeng Hao, Zijian Li

arxiv:2306.14114 v2 · 2023-06-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SSMM6VRAOMQW2IUFV72RKB5NEZ}

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	2026-07-05T07:54:49.522805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9498cf562073216d2285aff51507ad26575bec584d0dd18a4dc92b5e20c021ba

Aliases

arxiv: 2306.14114 · arxiv_version: 2306.14114v2 · doi: 10.48550/arxiv.2306.14114 · pith_short_12: SSMM6VRAOMQW · pith_short_16: SSMM6VRAOMQW2IUF · pith_short_8: SSMM6VRA

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/SSMM6VRAOMQW2IUFV72RKB5NEZ \
  | 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: 9498cf562073216d2285aff51507ad26575bec584d0dd18a4dc92b5e20c021ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cecb534ead7cf7969e5fdfc05d174e8edd6ee7f62942557fbfb374c520f75470",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-25T03:31:47Z",
    "title_canon_sha256": "dd0086143841a2e660150c05e68df483924422cb6bcc5ea927dd4919a6bebe32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14114",
    "kind": "arxiv",
    "version": 2
  }
}