Pith. sign in
Pith Number

pith:Z5EM6AAH

pith:2024:Z5EM6AAH4Y5NLE6QEWGR257ESV
not attested not anchored not stored refs pending

Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance

AprilPyone MaungMaung, Isao Echizen, Koichi Konishi, Tinghui Ouyang, Yoshiki Seo

arxiv:2401.07441 v1 · 2024-01-15 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Z5EM6AAH4Y5NLE6QEWGR257ESV}

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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.
Receipt and verification
First computed 2026-07-05T07:33:37.067924Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cf48cf0007e63ad593d0258d1d77e49552962141f0737e84fd3033ab028c0616

Aliases

arxiv: 2401.07441 · arxiv_version: 2401.07441v1 · doi: 10.48550/arxiv.2401.07441 · pith_short_12: Z5EM6AAH4Y5N · pith_short_16: Z5EM6AAH4Y5NLE6Q · pith_short_8: Z5EM6AAH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z5EM6AAH4Y5NLE6QEWGR257ESV \
  | 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: cf48cf0007e63ad593d0258d1d77e49552962141f0737e84fd3033ab028c0616
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ca8e5f504f009d5f633524162a627db65df4fe8af3eb52d2b915af43b5cb66b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-15T03:00:39Z",
    "title_canon_sha256": "d67c51660c8a3142ba320ed19e3ccc65c560e46661c8e2c44e47e8bc6ecfc543"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.07441",
    "kind": "arxiv",
    "version": 1
  }
}