Pith Number

pith:QBCNCIAD

pith:2022:QBCNCIADI3DMLHXXQR72OWKMUP

not attested not anchored not stored refs pending

Analyzing Transformers in Embedding Space

Ankit Gupta, Guy Dar, Jonathan Berant, Mor Geva

arxiv:2209.02535 v3 · 2022-09-06 · cs.CL · 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{QBCNCIADI3DMLHXXQR72OWKMUP}

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

10 papers in Pith

Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders

Geometric Signatures of Reasoning: A Spectral Perspective on Task Hardness

Geometry of Human Perceptual Domains Emerges Transiently in LLM Representations

Friends and Grandmothers in Silico: Localizing Entity Cells in Language Models

Improving Dictionary Learning with Gated Sparse Autoencoders

Receipt and verification

First computed	2026-07-05T07:27:41.322680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8044d1200346c6c59ef7847fa7594ca3dbc7850eedb0b2990238c8156ce28479

Aliases

arxiv: 2209.02535 · arxiv_version: 2209.02535v3 · doi: 10.48550/arxiv.2209.02535 · pith_short_12: QBCNCIADI3DM · pith_short_16: QBCNCIADI3DMLHXX · pith_short_8: QBCNCIAD

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/QBCNCIADI3DMLHXXQR72OWKMUP \
  | 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: 8044d1200346c6c59ef7847fa7594ca3dbc7850eedb0b2990238c8156ce28479

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5846a6e2107810a5366b7c6284adabf3f83add9d9d7834b197cdb2789530d00f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-09-06T14:36:57Z",
    "title_canon_sha256": "7681ef1446a6dfc8ce849a756f0d553fffd1083f2fb31f9eb93b87dc74476c34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.02535",
    "kind": "arxiv",
    "version": 3
  }
}