Pith Number

pith:Z5UMLYKY

pith:2024:Z5UMLYKYX6IBF2FZMOUAB6ZUGA

not attested not anchored not stored refs pending

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation

Hao Yang, Lei Li, Qianghua Zhao

arxiv:2412.03944 v1 · 2024-12-05 · 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{Z5UMLYKYX6IBF2FZMOUAB6ZUGA}

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.

Cited by

1 paper in Pith

BCL: Bayesian In-Context Learning Framework for Information Extraction

Receipt and verification

First computed	2026-07-05T09:44:56.757351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf68c5e158bf9012e8b963a800fb34301f90f0dd2d304d559f052e43550683f1

Aliases

arxiv: 2412.03944 · arxiv_version: 2412.03944v1 · doi: 10.48550/arxiv.2412.03944 · pith_short_12: Z5UMLYKYX6IB · pith_short_16: Z5UMLYKYX6IBF2FZ · pith_short_8: Z5UMLYKY

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/Z5UMLYKYX6IBF2FZMOUAB6ZUGA \
  | 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: cf68c5e158bf9012e8b963a800fb34301f90f0dd2d304d559f052e43550683f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ceb3cd81b9664a7cba93bfe39e38595ef557c6fb166d1f6f73e1beba2331a58",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-05T07:47:29Z",
    "title_canon_sha256": "2ed436c3ccae35805595d2cbe5d0a49a5ebcde7968b24e28c8de09e7ce14561f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03944",
    "kind": "arxiv",
    "version": 1
  }
}