Pith Number

pith:OWKSA6D4

pith:2023:OWKSA6D45SIWNDCJKMFHRWIF4K

not attested not anchored not stored refs pending

Structured World Representations in Maze-Solving Transformers

Alex F. Spies, Can Rager, Cecilia Diniz Behn, Chris Mathwin, Dan Valentine, Guillaume Corlouer, Katsumi Inoue, Lucia Quirke, Michael Igorevich Ivanitskiy, Rusheb Shah, Samy Wu Fung, Tilman R\"auker

arxiv:2312.02566 v1 · 2023-12-05 · 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{OWKSA6D45SIWNDCJKMFHRWIF4K}

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

3 papers in Pith

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

Interaction Locality in Hierarchical Recursive Reasoning

Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility

Receipt and verification

First computed	2026-07-05T07:20:19.921504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

759520787cec91668c49530a78d905e296c229dacd7abd71625636df9ff198ea

Aliases

arxiv: 2312.02566 · arxiv_version: 2312.02566v1 · doi: 10.48550/arxiv.2312.02566 · pith_short_12: OWKSA6D45SIW · pith_short_16: OWKSA6D45SIWNDCJ · pith_short_8: OWKSA6D4

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/OWKSA6D45SIWNDCJKMFHRWIF4K \
  | 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: 759520787cec91668c49530a78d905e296c229dacd7abd71625636df9ff198ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "556690ee7feff466c94198986fecef5be7680a7a87ed5bd9401bb243098b1f8e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-05T08:24:26Z",
    "title_canon_sha256": "168deeed426b8e25eea46401938cee79dcf4bdf1cb56ea14db5a5426cf394199"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02566",
    "kind": "arxiv",
    "version": 1
  }
}