Pith Number

pith:DJB5QLE2

pith:2025:DJB5QLE2GXPVLOR2YAR4Q7Y3PA

not attested not anchored not stored refs pending

Linear Representations of Political Perspective Emerge in Large Language Models

Aaron Schein, James Evans, Junsol Kim

arxiv:2503.02080 v2 · 2025-03-03 · cs.CL · cs.AI · cs.CY · cs.HC · 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{DJB5QLE2GXPVLOR2YAR4Q7Y3PA}

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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

5 papers in Pith

The Amplifying Mirror: Locating and Steering the Partisan Direction inside a Large Language Model

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems

Temporal Preference Concepts and their Functions in a Large Language Model

Opinion dynamics: Statistical physics and beyond

Probing for Reading Times

Receipt and verification

First computed	2026-07-05T10:43:05.145735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a43d82c9a35df55ba3ac023c87f1b783453b7cefeebf0ceb1215049ffc3f027

Aliases

arxiv: 2503.02080 · arxiv_version: 2503.02080v2 · doi: 10.48550/arxiv.2503.02080 · pith_short_12: DJB5QLE2GXPV · pith_short_16: DJB5QLE2GXPVLOR2 · pith_short_8: DJB5QLE2

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/DJB5QLE2GXPVLOR2YAR4Q7Y3PA \
  | 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: 1a43d82c9a35df55ba3ac023c87f1b783453b7cefeebf0ceb1215049ffc3f027

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6eaeff78e09fece4b8d46035d6a3169de90f0b53b4ff8e474ce701ebfe9c4dbc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-03T21:59:01Z",
    "title_canon_sha256": "52795e86a23670cd408a84bf89c2fa234434fd63e34e28874e6c7e12dfe97d60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02080",
    "kind": "arxiv",
    "version": 2
  }
}