Pith Number

pith:HKVC6FQE

pith:2025:HKVC6FQENDBA7JPZ5ZOZX7BX2D

not attested not anchored not stored refs pending

Layered Chain-of-Thought Prompting for Multi-Agent LLM Systems: A Comprehensive Approach to Explainable Large Language Models

Manish Sanwal

arxiv:2501.18645 v2 · 2025-01-29 · cs.CL · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HKVC6FQENDBA7JPZ5ZOZX7BX2D}

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

2 papers in Pith

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025)

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review

Receipt and verification

First computed	2026-07-05T10:09:15.867772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3aaa2f160468c20fa5f9ee5d9bfc37d0c98979c7b7d0b28abffe442ea60f5c75

Aliases

arxiv: 2501.18645 · arxiv_version: 2501.18645v2 · doi: 10.48550/arxiv.2501.18645 · pith_short_12: HKVC6FQENDBA · pith_short_16: HKVC6FQENDBA7JPZ · pith_short_8: HKVC6FQE

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/HKVC6FQENDBA7JPZ5ZOZX7BX2D \
  | 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: 3aaa2f160468c20fa5f9ee5d9bfc37d0c98979c7b7d0b28abffe442ea60f5c75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74a500953b0bacf5c7d130792ff73598ec7772dfc3b1f1a03b092c0ae3c68c80",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-29T13:21:09Z",
    "title_canon_sha256": "1da37596d247582a7d5e612451e374ce4cea0eb1b6f536f9e2a326118cccd253"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18645",
    "kind": "arxiv",
    "version": 2
  }
}