Pith Number

pith:RJ5Y7WVB

pith:2023:RJ5Y7WVBFUG6D2BOMO7RM3D6CR

not attested not anchored not stored refs pending

Diversity of Thought Improves Reasoning Abilities of LLMs

Besmira Nushi, Hamid Palangi, Mert Yuksekgonul, Ranjita Naik, Varun Chandrasekaran

arxiv:2310.07088 v2 · 2023-10-11 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{RJ5Y7WVBFUG6D2BOMO7RM3D6CR}

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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

2 papers in Pith

BOOKMARKS: Efficient Active Storyline Memory for Role-playing

Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning

Receipt and verification

First computed	2026-07-05T07:48:49.029305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a7b8fdaa12d0de1e82e63bf166c7e147033e09171f973d7fc93dc3da226599c

Aliases

arxiv: 2310.07088 · arxiv_version: 2310.07088v2 · doi: 10.48550/arxiv.2310.07088 · pith_short_12: RJ5Y7WVBFUG6 · pith_short_16: RJ5Y7WVBFUG6D2BO · pith_short_8: RJ5Y7WVB

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/RJ5Y7WVBFUG6D2BOMO7RM3D6CR \
  | 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: 8a7b8fdaa12d0de1e82e63bf166c7e147033e09171f973d7fc93dc3da226599c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "470993680a7b4b7de3b229104b7323b6884af58d0f5968f8fa1415396ed8d8b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-11T00:01:41Z",
    "title_canon_sha256": "7b7ec6bf244ab04e512831ff5681b6d3bb8b906a7f47557275bb88b4ca51edb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07088",
    "kind": "arxiv",
    "version": 2
  }
}