Pith Number

pith:BJHCA3QF

pith:2024:BJHCA3QFCLL5UTORFLAY6YD4WL

not attested not anchored not stored refs pending

MOE-Enhanced Explanable Deep Manifold Transformation for Complex Data Embedding and Visualization

Hong Liu, Jinlin Wu, Stan.Z Li, Yue Shen, Yuhao Wang, Zelin Zang, Zhen Lei

arxiv:2410.19504 v2 · 2024-10-25 · 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{BJHCA3QFCLL5UTORFLAY6YD4WL}

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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.

Cited by

1 paper in Pith

Breaking Thought Patterns: A Multi-Dimensional Reasoning Framework for LLMs

Receipt and verification

First computed	2026-07-05T11:29:02.961385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a4e206e0512d7da4dd12ac18f607cb2d821dd183e25251db99be929ccc77cef

Aliases

arxiv: 2410.19504 · arxiv_version: 2410.19504v2 · doi: 10.48550/arxiv.2410.19504 · pith_short_12: BJHCA3QFCLL5 · pith_short_16: BJHCA3QFCLL5UTOR · pith_short_8: BJHCA3QF

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/BJHCA3QFCLL5UTORFLAY6YD4WL \
  | 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: 0a4e206e0512d7da4dd12ac18f607cb2d821dd183e25251db99be929ccc77cef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "268d70565dad8113d6850361a86642992d4d38309499f5eeec6a28ece89ccbca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T12:11:32Z",
    "title_canon_sha256": "805eacd92326212b7f6a37e2cda253bd1b1e1c4a8fa9a2762163da2f6517c7bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19504",
    "kind": "arxiv",
    "version": 2
  }
}