Pith Number

pith:47OSRW5Y

pith:2024:47OSRW5Y4FTZPSLAHHKVOJV4CO

not attested not anchored not stored refs pending

Self-guided Knowledgeable Network of Thoughts: Amplifying Reasoning with Large Language Models

Chao-Chi Chen, Chin-Yuan Yeh, De-Nian Yang, Hsi-Wen Chen, Ming-Syan Chen

arxiv:2412.16533 v1 · 2024-12-21 · cs.MA · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{47OSRW5Y4FTZPSLAHHKVOJV4CO}

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	2026-07-05T09:52:49.179109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7dd28dbb8e16797c96039d55726bc13878b0aa09eec2506beb33f182347b2be

Aliases

arxiv: 2412.16533 · arxiv_version: 2412.16533v1 · doi: 10.48550/arxiv.2412.16533 · pith_short_12: 47OSRW5Y4FTZ · pith_short_16: 47OSRW5Y4FTZPSLA · pith_short_8: 47OSRW5Y

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/47OSRW5Y4FTZPSLAHHKVOJV4CO \
  | 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: e7dd28dbb8e16797c96039d55726bc13878b0aa09eec2506beb33f182347b2be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ff1b3f489bda89a861510e9fdb4cc6a91938427954d4ddcfd1a31ca906aa53e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-12-21T08:19:42Z",
    "title_canon_sha256": "6467730eb6cd43f38198eb6ede8b4cb1a12cc13ebec9c620201905e4e39a4fa8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16533",
    "kind": "arxiv",
    "version": 1
  }
}