Pith Number

pith:KHROIOLI

pith:2023:KHROIOLIX5D3XDB3ZLTPA7EHZN

not attested not anchored not stored refs pending

MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions

Jinyi Liu, Lina Yu, Meilan Hao, Min Wu, Shu Wei, Weijun Li, Wenqiang Li, Yanjie Li, Yusong Deng

arxiv:2311.07326 v2 · 2023-11-13 · 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{KHROIOLIX5D3XDB3ZLTPA7EHZN}

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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

ChatSR: Multimodal Large Language Models for Scientific Formula Discovery

Receipt and verification

First computed	2026-07-05T09:51:29.535763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51e2e43968bf47bb8c3bcae6f07c87cb598bb4e00d33ecfed2771dabe4a89235

Aliases

arxiv: 2311.07326 · arxiv_version: 2311.07326v2 · doi: 10.48550/arxiv.2311.07326 · pith_short_12: KHROIOLIX5D3 · pith_short_16: KHROIOLIX5D3XDB3 · pith_short_8: KHROIOLI

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/KHROIOLIX5D3XDB3ZLTPA7EHZN \
  | 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: 51e2e43968bf47bb8c3bcae6f07c87cb598bb4e00d33ecfed2771dabe4a89235

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16b5b40475a9c61f017440dd515271cce97091ccc06de87be7667fbeab1b7384",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-13T13:27:59Z",
    "title_canon_sha256": "2861151c529cea9a0d1877c0d88f6633d3162ddda175e227b157dac66ae73e93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07326",
    "kind": "arxiv",
    "version": 2
  }
}