Pith Number

pith:G5RBYGHA

pith:2025:G5RBYGHAV3EVENHTH2LFBGBMU5

not attested not anchored not stored refs pending

On the Inevitability of Left-Leaning Political Bias in Aligned Language Models

Thilo Hagendorff

arxiv:2507.15328 v1 · 2025-07-21 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5RBYGHAV3EVENHTH2LFBGBMU5}

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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

3 papers in Pith

M\"OVE: A Holistic LLM Benchmark for the German Public Sector

Two Wrongs, No Right: Auditing Social-Desirability Bias in LLM Annotators for Computational Social Science

What Is The Political Content in LLMs' Pre- and Post-Training Data?

Receipt and verification

First computed	2026-07-05T11:40:22.782382Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37621c18e0aec95234f33e9650982ca75785e259c351e4c8f2b520122bac73cf

Aliases

arxiv: 2507.15328 · arxiv_version: 2507.15328v1 · doi: 10.48550/arxiv.2507.15328 · pith_short_12: G5RBYGHAV3EV · pith_short_16: G5RBYGHAV3EVENHT · pith_short_8: G5RBYGHA

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/G5RBYGHAV3EVENHTH2LFBGBMU5 \
  | 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: 37621c18e0aec95234f33e9650982ca75785e259c351e4c8f2b520122bac73cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "113503147184c23124710c1674e5a68da5c64033f21ab04d3bcef1144cef70d1",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-21T07:37:28Z",
    "title_canon_sha256": "fbe41ae609b0127ba1533f49480e766affd591d4333870029c7580bd95b46e72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15328",
    "kind": "arxiv",
    "version": 1
  }
}