Pith Number

pith:NKCYPE23

pith:2025:NKCYPE23JJ2QR2JLIR5DVEQIAV

not attested not anchored not stored refs pending

"Pull or Not to Pull?'': Investigating Moral Biases in Leading Large Language Models Across Ethical Dilemmas

Jiaojiao Jiang, Junchen Ding, Penghao Jiang, Yichen Zhu, Yuekang Li, Zihao Xu, Ziqi Ding

arxiv:2508.07284 v1 · 2025-08-10 · cs.CL · cs.AI · cs.CY

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\usepackage{pith}
\pithnumber{NKCYPE23JJ2QR2JLIR5DVEQIAV}

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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

The Judgment-Consequence Gap: LLM Moral Reasoning in Healthcare Decisions

Receipt and verification

First computed	2026-07-05T11:51:43.865834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a8587935b4a7508e92b447a3a92080578fda6ed38a3d545034f046dfdc38792

Aliases

arxiv: 2508.07284 · arxiv_version: 2508.07284v1 · doi: 10.48550/arxiv.2508.07284 · pith_short_12: NKCYPE23JJ2Q · pith_short_16: NKCYPE23JJ2QR2JL · pith_short_8: NKCYPE23

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/NKCYPE23JJ2QR2JLIR5DVEQIAV \
  | 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: 6a8587935b4a7508e92b447a3a92080578fda6ed38a3d545034f046dfdc38792

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "733502cdd8a26d1f3291efd2699a061d8ba161c04a72ff6415275f6cce568adb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-10T10:45:16Z",
    "title_canon_sha256": "8c0d1fc24deaeefd5b9805ed69e3dadf9c36949042ea0a5a4f7a80e3dc58e6f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07284",
    "kind": "arxiv",
    "version": 1
  }
}