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Pith Number

pith:CLX7I4MY

pith:2025:CLX7I4MYV2QA4P5CMZTTAIJ22Y
not attested not anchored not stored refs pending

Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification

Adarsh Kumar, Hwiyoon Kim, Jawahar Sai Nathani, Neil Roy

arxiv:2505.09031 v1 · 2025-05-13 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{CLX7I4MYV2QA4P5CMZTTAIJ22Y}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:02:49.183136Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

12eff47198aea00e3fa2666730213ad60ebf6031e00052fb87af251e2f04e097

Aliases

arxiv: 2505.09031 · arxiv_version: 2505.09031v1 · doi: 10.48550/arxiv.2505.09031 · pith_short_12: CLX7I4MYV2QA · pith_short_16: CLX7I4MYV2QA4P5C · pith_short_8: CLX7I4MY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CLX7I4MYV2QA4P5CMZTTAIJ22Y \
  | 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: 12eff47198aea00e3fa2666730213ad60ebf6031e00052fb87af251e2f04e097
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ee9cfa043f8233f4283f51920a0f38c1834f94d03e48759ba04ec68bbef8f68c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-13T23:57:02Z",
    "title_canon_sha256": "6775f9b10de98f0410099ad85b31dea95a00fdba6819e3e3f030ca03c14890d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09031",
    "kind": "arxiv",
    "version": 1
  }
}