Pith Number

pith:CJJGGLWJ

pith:2026:CJJGGLWJKGUC7OOVHPSTMZPPIX

not attested not anchored not stored refs pending

Predictive Statistics Shape Emergent World Representations of Grid Walkers

Nico Scherf, Sasha Brenner, Thomas R. Kn\"osche

arxiv:2603.16689 v2 · 2026-03-17 · 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{CJJGGLWJKGUC7OOVHPSTMZPPIX}

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

2 papers in Pith

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior

Arithmetic in the Wild: Llama uses Base-10 Addition to Reason About Cyclic Concepts

Receipt and verification

First computed	2026-06-08T01:04:01.279667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1252632ec951a82fb9d53be53665ef45d2e4765411cc4149b00cb5a852f7e343

Aliases

arxiv: 2603.16689 · arxiv_version: 2603.16689v2 · doi: 10.48550/arxiv.2603.16689 · pith_short_12: CJJGGLWJKGUC · pith_short_16: CJJGGLWJKGUC7OOV · pith_short_8: CJJGGLWJ

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/CJJGGLWJKGUC7OOVHPSTMZPPIX \
  | 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: 1252632ec951a82fb9d53be53665ef45d2e4765411cc4149b00cb5a852f7e343

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4692af4cddb1737dbeb0c1c2b7fd77d41f46df7dcd9a17f5ba493e6f17055263",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-17T15:47:33Z",
    "title_canon_sha256": "af8fcb7b4a70aad2d0d6c995fcc7f18ff7a36a3288baf2fb789634f0565098cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.16689",
    "kind": "arxiv",
    "version": 2
  }
}