Pith Number

pith:IZKNQXEC

pith:2023:IZKNQXECOOPNOUWWU3DICP2SWX

not attested not anchored not stored refs pending

Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Andrew Lee, Martin Wattenberg, Neel Nanda

arxiv:2309.00941 v2 · 2023-09-02 · 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{IZKNQXECOOPNOUWWU3DICP2SWX}

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

13 papers in Pith

Investigating The Security of Modern AI and Cloud Infrastructure

A Close Look At World Model Recovery In Supervised Fine-Tuned LLM Planners

The New Associationism: Lessons from Deep Learning

GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving

Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift

Receipt and verification

First computed	2026-07-05T06:48:51.754983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4654d85c82739ed752d6a6c6813f52b5fac2540a440d9fae6324b95b0f496b33

Aliases

arxiv: 2309.00941 · arxiv_version: 2309.00941v2 · doi: 10.48550/arxiv.2309.00941 · pith_short_12: IZKNQXECOOPN · pith_short_16: IZKNQXECOOPNOUWW · pith_short_8: IZKNQXEC

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/IZKNQXECOOPNOUWWU3DICP2SWX \
  | 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: 4654d85c82739ed752d6a6c6813f52b5fac2540a440d9fae6324b95b0f496b33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bff1e6fa09d35d79f32940b89d4ca1f0c5068ccd2bf3d01dab6e637bb7620b1e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-02T13:37:34Z",
    "title_canon_sha256": "ada7ff773e036ab6c6bd7d85d035bfd6bcbff7787c7b790cecdb0938bc3a9a61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00941",
    "kind": "arxiv",
    "version": 2
  }
}