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Pith Number

pith:HWTO5ZKD

pith:2025:HWTO5ZKDF2MOEVWMAWUQOGP4WU
not attested not anchored not stored refs pending

Evaluating and Improving Graph to Text Generation with Large Language Models

Deyi Xiong, Jeff Z. Pan, Jie He, Victor Gutierrez-Basulto, Wanqiu Long, Yijun Yang

arxiv:2501.14497 v2 · 2025-01-24 · cs.CL

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\usepackage{pith}
\pithnumber{HWTO5ZKDF2MOEVWMAWUQOGP4WU}

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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 2026-07-05T10:14:25.830878Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3da6eee5432e98e256cc05a90719fcb50016f658d8001df76a578d67f3ef7fb7

Aliases

arxiv: 2501.14497 · arxiv_version: 2501.14497v2 · doi: 10.48550/arxiv.2501.14497 · pith_short_12: HWTO5ZKDF2MO · pith_short_16: HWTO5ZKDF2MOEVWM · pith_short_8: HWTO5ZKD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HWTO5ZKDF2MOEVWMAWUQOGP4WU \
  | 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: 3da6eee5432e98e256cc05a90719fcb50016f658d8001df76a578d67f3ef7fb7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0a2d1272ba8f55ce14c0cec682753f53f4e17fa4ee847f13236d942b842187e1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-24T13:53:54Z",
    "title_canon_sha256": "eb6ae1d13d3380f7da71b28e27e3ff66fe0a939fa636ccd02914fdccfee3edd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14497",
    "kind": "arxiv",
    "version": 2
  }
}