Pith Number

pith:QYA54BP7

pith:2025:QYA54BP7VSXB63Y6FIR5BDEG7G

not attested not anchored not stored refs pending

Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models

Andreas Spitz, David Garcia, Indira Sen, Mats Faulborn, Max Pellert

arxiv:2503.16148 v2 · 2025-03-20 · cs.CY · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QYA54BP7VSXB63Y6FIR5BDEG7G}

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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

2 papers in Pith

Multi-Agent Strategic Games with LLMs

Receipt and verification

First computed	2026-07-05T11:39:51.435058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8601de05ffacae1f6f1e2a23d08c86f9b073130fd37fb12b8cbfe76dc7eb7445

Aliases

arxiv: 2503.16148 · arxiv_version: 2503.16148v2 · doi: 10.48550/arxiv.2503.16148 · pith_short_12: QYA54BP7VSXB · pith_short_16: QYA54BP7VSXB63Y6 · pith_short_8: QYA54BP7

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/QYA54BP7VSXB63Y6FIR5BDEG7G \
  | 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: 8601de05ffacae1f6f1e2a23d08c86f9b073130fd37fb12b8cbfe76dc7eb7445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41d53e572aeaf93ea7b7dbcb46bb9b1d46b8ffedab834c34f3fb92f1a481fe27",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-03-20T13:51:06Z",
    "title_canon_sha256": "a42d1f5b11ed4a8fe74a9baa0f1919908180a979ae2badc8d476f4d51edecf3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16148",
    "kind": "arxiv",
    "version": 2
  }
}