Pith Number

pith:QN6YTJ74

pith:2025:QN6YTJ74X2OGL7FSE35PYA56AY

not attested not anchored not stored refs pending

The World According to LLMs: How Geographic Origin Influences LLMs' Entity Deduction Capabilities

Ali Emami, Harsh Nishant Lalai, Jiaxin Pei, Raj Sanjay Shah, Sashank Varma, Yi-Chia Wang

arxiv:2508.05525 v1 · 2025-08-07 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QN6YTJ74X2OGL7FSE35PYA56AY}

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

Benchmarking Open-Weight Foundation Models for Global AI Technical Governance

Receipt and verification

First computed	2026-07-05T11:50:14.843084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

837d89a7fcbe9c65fcb226fafc03be061c16942961463ffdda0f455b719fe89f

Aliases

arxiv: 2508.05525 · arxiv_version: 2508.05525v1 · doi: 10.48550/arxiv.2508.05525 · pith_short_12: QN6YTJ74X2OG · pith_short_16: QN6YTJ74X2OGL7FS · pith_short_8: QN6YTJ74

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/QN6YTJ74X2OGL7FSE35PYA56AY \
  | 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: 837d89a7fcbe9c65fcb226fafc03be061c16942961463ffdda0f455b719fe89f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bd71648fb8c7306d89e53079bd063c9d9274b4f806081a50af28f75d787960a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-07T15:53:30Z",
    "title_canon_sha256": "2826f732408889125b8ffbfc4f796d3ebd2d5a44e92f9b4592d75449eca31667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05525",
    "kind": "arxiv",
    "version": 1
  }
}