Pith Number

pith:VPN4IFGH

pith:2023:VPN4IFGHZYOTARTBH3AVSEYHM2

not attested not anchored not stored refs pending

Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning

Alex Yuxuan Peng, Gael Gendron, Jiamou Liu, Michael Witbrock, Neset Tan, Qiming Bao, Wanjun Zhong, Yang Chen

arxiv:2310.09430 v5 · 2023-10-13 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VPN4IFGHZYOTARTBH3AVSEYHM2}

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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

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Forge: Quality-Aware Reinforcement Learning for NP-Hard Optimization in LLMs

Receipt and verification

First computed	2026-07-05T10:02:00.865072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abdbc414c7ce1d3046613ec159130766b31601aba198c4b26a87cd898f0744e7

Aliases

arxiv: 2310.09430 · arxiv_version: 2310.09430v5 · doi: 10.48550/arxiv.2310.09430 · pith_short_12: VPN4IFGHZYOT · pith_short_16: VPN4IFGHZYOTARTB · pith_short_8: VPN4IFGH

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/VPN4IFGHZYOTARTBH3AVSEYHM2 \
  | 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: abdbc414c7ce1d3046613ec159130766b31601aba198c4b26a87cd898f0744e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ad5a3b63bc54371b291f236215ba6b4daf0e296f180b4300f9b097f539b64b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-13T22:29:15Z",
    "title_canon_sha256": "4aa3c998834d0abdf41fff867cd5f61de8654c5dbd973f5d57fe9e41a2213a90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09430",
    "kind": "arxiv",
    "version": 5
  }
}