Pith Number

pith:WUJATENZ

pith:2023:WUJATENZ4CNLPBWNDUPBRX735C

not attested not anchored not stored refs pending

Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT

Dean S. Hazineh, Jeffery Chiu, Zechen Zhang

arxiv:2310.07582 v2 · 2023-10-11 · cs.LG · 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{WUJATENZ4CNLPBWNDUPBRX735C}

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

Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning

Receipt and verification

First computed	2026-07-05T07:04:00.925755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5120991b9e09ab786cd1d1e18dffbe8b5f792bb020cc10b11f97679de151e09

Aliases

arxiv: 2310.07582 · arxiv_version: 2310.07582v2 · doi: 10.48550/arxiv.2310.07582 · pith_short_12: WUJATENZ4CNL · pith_short_16: WUJATENZ4CNLPBWN · pith_short_8: WUJATENZ

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/WUJATENZ4CNLPBWNDUPBRX735C \
  | 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: b5120991b9e09ab786cd1d1e18dffbe8b5f792bb020cc10b11f97679de151e09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6318b89da8f012afdd1cad4dc26ae4398b2f72e91e34ec001c0b3ac6edcd9321",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-11T15:20:07Z",
    "title_canon_sha256": "dee41e33ad57e07792ab16c205a817fd86d2359f7cfe83bfc197798ddcd6a412"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07582",
    "kind": "arxiv",
    "version": 2
  }
}