Pith Number

pith:4WA5YK2C

pith:2023:4WA5YK2COAVBW3MKOHRSTSOQPT

not attested not anchored not stored refs pending

How Well Do Large Language Models Understand Syntax? An Evaluation by Asking Natural Language Questions

Houquan Zhou, Min Zhang, Xinyu Duan, Xuebin Wang, Yang Hou, Zhefeng Wang, Zhenghua Li

arxiv:2311.08287 v1 · 2023-11-14 · cs.CL

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\usepackage{pith}
\pithnumber{4WA5YK2COAVBW3MKOHRSTSOQPT}

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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

Tracing the ongoing emergence of human-like reasoning in Large Language Models

Receipt and verification

First computed	2026-07-05T07:12:43.331192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e581dc2b42702a1b6d8a71e329c9d07cd09f8f18af62329561bb9d987a075874

Aliases

arxiv: 2311.08287 · arxiv_version: 2311.08287v1 · doi: 10.48550/arxiv.2311.08287 · pith_short_12: 4WA5YK2COAVB · pith_short_16: 4WA5YK2COAVBW3MK · pith_short_8: 4WA5YK2C

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/4WA5YK2COAVBW3MKOHRSTSOQPT \
  | 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: e581dc2b42702a1b6d8a71e329c9d07cd09f8f18af62329561bb9d987a075874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ead1d0f2270a8902f811cdf321d299a3e2519835aa9f4a6587f7b603e6929fe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-14T16:30:36Z",
    "title_canon_sha256": "528c8e858e057a386e4e727c8e9f103e59880595d73e46f13ed42a46e300eee2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08287",
    "kind": "arxiv",
    "version": 1
  }
}