Pith Number

pith:3P3TYENE

pith:2024:3P3TYENET7I3KKDEL2ISSJWTXF

not attested not anchored not stored refs pending

Transformers represent belief state geometry in their residual stream

Adam S. Shai, Alexander Gietelink Oldenziel, Lucas Teixeira, Paul M. Riechers, Sarah E. Marzen

arxiv:2405.15943 v3 · 2024-05-24 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3P3TYENET7I3KKDEL2ISSJWTXF}

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

8 papers in Pith

Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization

A Systematic Study of Behavioral Cloning for Scientific Data Annotation

Geometric Scaling of Bayesian Inference in LLMs

Language models fail at extended rule following

WriteSAE: Sparse Autoencoders for Recurrent State

Receipt and verification

First computed	2026-07-05T10:09:04.557135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbf73c11a49fd1b528645e912926d3b96a9381a390a83f195beef8eb93630a88

Aliases

arxiv: 2405.15943 · arxiv_version: 2405.15943v3 · doi: 10.48550/arxiv.2405.15943 · pith_short_12: 3P3TYENET7I3 · pith_short_16: 3P3TYENET7I3KKDE · pith_short_8: 3P3TYENE

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/3P3TYENET7I3KKDEL2ISSJWTXF \
  | 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: dbf73c11a49fd1b528645e912926d3b96a9381a390a83f195beef8eb93630a88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b03ddcd544100caa83e47ca597116ead5918fce3dd6d9c8a029a7a24ed7b3a1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T21:14:10Z",
    "title_canon_sha256": "d7b18c6b8a0c841f100c518f62e118f0fc6d11672477cedd0be557aaf31a2246"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15943",
    "kind": "arxiv",
    "version": 3
  }
}