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Pith Number

pith:RRXED6UI

pith:2023:RRXED6UIQL2WVTPHHUBHYWSFJF
not attested not anchored not stored refs pending

Using Large Language Models for Qualitative Analysis can Introduce Serious Bias

Aditya Chhabra, Julian Ashwin, Vijayendra Rao

arxiv:2309.17147 v2 · 2023-09-29 · cs.CL · cs.AI · econ.GN · q-fin.EC

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\usepackage{pith}
\pithnumber{RRXED6UIQL2WVTPHHUBHYWSFJF}

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T06:57:26.869718Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8c6e41fa8882f56acde73d027c5a45495f7cedeb34e10cf2e18d9a5f872133ca

Aliases

arxiv: 2309.17147 · arxiv_version: 2309.17147v2 · doi: 10.48550/arxiv.2309.17147 · pith_short_12: RRXED6UIQL2W · pith_short_16: RRXED6UIQL2WVTPH · pith_short_8: RRXED6UI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RRXED6UIQL2WVTPHHUBHYWSFJF \
  | 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: 8c6e41fa8882f56acde73d027c5a45495f7cedeb34e10cf2e18d9a5f872133ca
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a23eca5d0ef28a6942904791f031c564219e185f2c97be412c4eeddf5386bc95",
    "cross_cats_sorted": [
      "cs.AI",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-29T11:19:15Z",
    "title_canon_sha256": "9eaf5fa453c57d77b9061c74a52cf81810ba5eedb577d6e33573ab241302bd55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.17147",
    "kind": "arxiv",
    "version": 2
  }
}