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Pith Number

pith:3NTT7TYV

pith:2024:3NTT7TYVLLXC7SPBDQFW75ELWR
not attested not anchored not stored refs pending

Eliciting Causal Abilities in Large Language Models for Reasoning Tasks

Bo Han, Jingzhe Wang, Yajing Wang, Yongqiang Chen, Zhanke Zhou, Zongwei Luo

arxiv:2412.15314 v1 · 2024-12-19 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{3NTT7TYVLLXC7SPBDQFW75ELWR}

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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 2026-07-05T09:52:21.294229Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

db673fcf155aee2fc9e11c0b6ff48bb45699084302fec37b48ef731a9f6aa996

Aliases

arxiv: 2412.15314 · arxiv_version: 2412.15314v1 · doi: 10.48550/arxiv.2412.15314 · pith_short_12: 3NTT7TYVLLXC · pith_short_16: 3NTT7TYVLLXC7SPB · pith_short_8: 3NTT7TYV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3NTT7TYVLLXC7SPBDQFW75ELWR \
  | 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: db673fcf155aee2fc9e11c0b6ff48bb45699084302fec37b48ef731a9f6aa996
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8260d96b079e8f8864d6837174c9ffdd99ff0a3acecf20c101322aca97bb11d0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T17:03:02Z",
    "title_canon_sha256": "c8311e28f6b506dfcb2610314c45ea9a2e0ca997924f7f1a5f2518338bf0c1e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15314",
    "kind": "arxiv",
    "version": 1
  }
}