Pith Number

pith:ORSUTN5O

pith:2023:ORSUTN5OOWJVFM56YW7LMMBGZO

not attested not anchored not stored refs pending

Large Language Model (LLM) Bias Index -- LLMBI

Abiodun Finbarrs Oketunji, Deepthi Saina, Muhammad Anas

arxiv:2312.14769 v3 · 2023-12-22 · cs.CL · cs.AI · 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{ORSUTN5OOWJVFM56YW7LMMBGZO}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T07:28:47.730238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

746549b7ae759352b3bec5beb63026cb849e3724d130f4880926d2785b9143b4

Aliases

arxiv: 2312.14769 · arxiv_version: 2312.14769v3 · doi: 10.48550/arxiv.2312.14769 · pith_short_12: ORSUTN5OOWJV · pith_short_16: ORSUTN5OOWJVFM56 · pith_short_8: ORSUTN5O

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/ORSUTN5OOWJVFM56YW7LMMBGZO \
  | 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: 746549b7ae759352b3bec5beb63026cb849e3724d130f4880926d2785b9143b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13ac47f73be9ab04fff6170225191173ac00d24ec48fbca313f5d89bbb87551d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-22T15:38:13Z",
    "title_canon_sha256": "f6232169b1e89073b6aa302e3f343bf82fee285e4371071cfab41704ca3e38fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14769",
    "kind": "arxiv",
    "version": 3
  }
}