Pith Number

pith:Y4IUB6TN

pith:2024:Y4IUB6TN4RJJOWY2TIV7BF36FD

not attested not anchored not stored refs pending

Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations

Anni Zhou, Danshi Wang, Jin Li, Min Zhang, Shikui Shen, Xiongyan Tang, Yan Shi, Yao Zhang, Yuchen Song

arxiv:2411.00473 v1 · 2024-11-01 · cs.NI · physics.optics

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y4IUB6TN4RJJOWY2TIV7BF36FD}

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	2026-07-05T09:29:43.055656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c71140fa6de452975b1a9a2bf0977e28c50472c191b114cc84ef298235a79471

Aliases

arxiv: 2411.00473 · arxiv_version: 2411.00473v1 · doi: 10.48550/arxiv.2411.00473 · pith_short_12: Y4IUB6TN4RJJ · pith_short_16: Y4IUB6TN4RJJOWY2 · pith_short_8: Y4IUB6TN

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/Y4IUB6TN4RJJOWY2TIV7BF36FD \
  | 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: c71140fa6de452975b1a9a2bf0977e28c50472c191b114cc84ef298235a79471

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e538950cd74532c88d08a4f6f988816dfaf6c121a7b80c754804d7d92a3ac69b",
    "cross_cats_sorted": [
      "physics.optics"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-11-01T09:38:23Z",
    "title_canon_sha256": "f411705ba3a4d252ff9f59fe97f711d90d6804089ce25777caff5a9594d0f9e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00473",
    "kind": "arxiv",
    "version": 1
  }
}