Pith Number

pith:CJM3E25J

pith:2024:CJM3E25JRRP4LKLWPVS6DSE665

not attested not anchored not stored refs pending

A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments

Aryaman Arora, Atticus Geiger, Christopher Potts, Jing Huang, Noah D. Goodman, Thomas Icard, Zhengxuan Wu

arxiv:2401.12631 v1 · 2024-01-23 · cs.LG · cs.AI · 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{CJM3E25JRRP4LKLWPVS6DSE665}

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

ToxiREX: A Dataset on Toxic REasoning in ConteXt

Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models

Receipt and verification

First computed	2026-07-05T07:36:33.491121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1259b26ba98c5fc5a9767d65e1c89ef7712366ea85c0292347adaf9655f01a11

Aliases

arxiv: 2401.12631 · arxiv_version: 2401.12631v1 · doi: 10.48550/arxiv.2401.12631 · pith_short_12: CJM3E25JRRP4 · pith_short_16: CJM3E25JRRP4LKLW · pith_short_8: CJM3E25J

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/CJM3E25JRRP4LKLWPVS6DSE665 \
  | 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: 1259b26ba98c5fc5a9767d65e1c89ef7712366ea85c0292347adaf9655f01a11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "216d06823dbd9fcf369f9837ac075d68b9c7baa6cac3091782dc26ce3d9dd101",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-23T10:27:42Z",
    "title_canon_sha256": "adaf62fec5b9727653f66186305b13991dd76946e513f400c24bd95e2dc172ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12631",
    "kind": "arxiv",
    "version": 1
  }
}