Pith Number

pith:XZCZ7GL3

pith:2023:XZCZ7GL33J5DTVIDLURLAKVZLJ

not attested not anchored not stored refs pending

GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models

Jiaxu Zhao, Meng Fang, Mykola Pechenizkiy, Shirui Pan, Wenpeng Yin

arxiv:2312.06315 v1 · 2023-12-11 · cs.CL · cs.CY · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZCZ7GL33J5DTVIDLURLAKVZLJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Social Bias in LLM-Generated Code: Benchmark and Mitigation

Can We Trust a Black-box LLM? LLM Untrustworthy Boundary Detection via Bias-Diffusion and Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:22:42.608124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be459f997bda7a39d5035d22b02ab95a40e969c036b2bfc1fcd265e7acbd56f6

Aliases

arxiv: 2312.06315 · arxiv_version: 2312.06315v1 · doi: 10.48550/arxiv.2312.06315 · pith_short_12: XZCZ7GL33J5D · pith_short_16: XZCZ7GL33J5DTVID · pith_short_8: XZCZ7GL3

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/XZCZ7GL33J5DTVIDLURLAKVZLJ \
  | 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: be459f997bda7a39d5035d22b02ab95a40e969c036b2bfc1fcd265e7acbd56f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba21bb26d106f8ad3a9d5f19b401907d8b6a2df479ffb2f154db1e5b8c16dfdd",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-11T12:02:14Z",
    "title_canon_sha256": "63cd0b6416423168e800fcb8d452331bac8310f33c6bed1f6783132a9e768019"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.06315",
    "kind": "arxiv",
    "version": 1
  }
}