Pith Number

pith:H4OP3R7T

pith:2024:H4OP3R7TNVUWDLROS7VMZ6CTMH

not attested not anchored not stored refs pending

Behavioral Sequence Modeling with Ensemble Learning

Ganapathy Mani, Manuela Veloso, Maxime Kawawa-Beaudan, Soham Palande, Srijan Sood, Tucker Balch

arxiv:2411.02174 v1 · 2024-11-04 · 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{H4OP3R7TNVUWDLROS7VMZ6CTMH}

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	2026-07-05T09:31:11.080514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f1cfdc7f36d6961ae2e97eaccf85361e2bbd11a3187de8c2511cd6cab238bec

Aliases

arxiv: 2411.02174 · arxiv_version: 2411.02174v1 · doi: 10.48550/arxiv.2411.02174 · pith_short_12: H4OP3R7TNVUW · pith_short_16: H4OP3R7TNVUWDLRO · pith_short_8: H4OP3R7T

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/H4OP3R7TNVUWDLROS7VMZ6CTMH \
  | 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: 3f1cfdc7f36d6961ae2e97eaccf85361e2bbd11a3187de8c2511cd6cab238bec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dff5fdde24646ca9a1c10d98120726486b2366e32d144a90563b04139243416",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T15:34:28Z",
    "title_canon_sha256": "fa06dd30cd41ffba7fbcb83daced040f9a5f4e6867b36f6f796c25ae8677f977"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02174",
    "kind": "arxiv",
    "version": 1
  }
}