Pith Number

pith:WTIZN47O

pith:2023:WTIZN47OYXVSETBUNMMQPIRUGJ

not attested not anchored not stored refs pending

Interpretability Illusions in the Generalization of Simplified Models

Andrew Lampinen, Asma Ghandeharioun, Dan Friedman, Danqi Chen, Lucas Dixon

arxiv:2312.03656 v2 · 2023-12-06 · 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{WTIZN47OYXVSETBUNMMQPIRUGJ}

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

Necessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims

Size Doesn't Matter: Cosine-Scored Sparse Autoencoders

Receipt and verification

First computed	2026-07-05T08:27:44.381012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4d196f3eec5eb224c346b1907a23432609587cf915bb5033486e647174a56da

Aliases

arxiv: 2312.03656 · arxiv_version: 2312.03656v2 · doi: 10.48550/arxiv.2312.03656 · pith_short_12: WTIZN47OYXVS · pith_short_16: WTIZN47OYXVSETBU · pith_short_8: WTIZN47O

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/WTIZN47OYXVSETBUNMMQPIRUGJ \
  | 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: b4d196f3eec5eb224c346b1907a23432609587cf915bb5033486e647174a56da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "902def203e994200a6fb04d034184f50ed71564dd09a07b5216d6ba89a079ee6",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-06T18:25:53Z",
    "title_canon_sha256": "6cea2eb129ba32e80d7287afcd642d5727c5e781330e0512be00346cbad3b2d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03656",
    "kind": "arxiv",
    "version": 2
  }
}