Pith Number

pith:Q73TDDCT

pith:2023:Q73TDDCT25QJG3WNWIV7VQELUN

not attested not anchored not stored refs pending

Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs

Keze Wang, Liang Lin, Ruilin Wang, Tianshui Chen, Weixing Chen, Yang Liu, Yongsen Zheng, Zechuan Chen, Ziyi Tang

arxiv:2308.11914 v4 · 2023-08-23 · cs.AI · cs.MA

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\usepackage{pith}
\pithnumber{Q73TDDCT25QJG3WNWIV7VQELUN}

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Record completeness

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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

Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation

Receipt and verification

First computed	2026-07-05T10:12:56.295742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87f7318c53d760936ecdb22bfac08ba34c77660de1b3c679d6eff8828c8ee078

Aliases

arxiv: 2308.11914 · arxiv_version: 2308.11914v4 · doi: 10.48550/arxiv.2308.11914 · pith_short_12: Q73TDDCT25QJ · pith_short_16: Q73TDDCT25QJG3WN · pith_short_8: Q73TDDCT

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/Q73TDDCT25QJG3WNWIV7VQELUN \
  | 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: 87f7318c53d760936ecdb22bfac08ba34c77660de1b3c679d6eff8828c8ee078

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c924b40b87292ff3098d727aa4df011033345042143ebdf988c7e73b85078367",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-23T04:59:21Z",
    "title_canon_sha256": "22a188d96e4902f23f6c74c78cda75097c063c217c8dbac4b0a50764dddd5beb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11914",
    "kind": "arxiv",
    "version": 4
  }
}