Pith Number

pith:SH3FFTM4

pith:2026:SH3FFTM4RC4ECISHFLEVFTARQ7

not attested not anchored not stored refs pending

A Monosemantic Attribution Framework for Stable Interpretability in Clinical Neuroscience Transformer-Based Language Models

Chiara D'Ercoli, Cristian Cosentino, Michail Mamalakis, Pietro Lio, Richard Bethlehem, Subati Abulikemu, Tiago Azevedo, Zhongtian Sun

arxiv:2601.17952 v2 · 2026-01-25 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SH3FFTM4RC4ECISHFLEVFTARQ7}

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.

Receipt and verification

First computed	2026-06-02T03:05:04.712070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91f652cd9c88b84122472ac952cc1187fe89ac79b07821903db268e78e7d2d08

Aliases

arxiv: 2601.17952 · arxiv_version: 2601.17952v2 · doi: 10.48550/arxiv.2601.17952 · pith_short_12: SH3FFTM4RC4E · pith_short_16: SH3FFTM4RC4ECISH · pith_short_8: SH3FFTM4

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/SH3FFTM4RC4ECISHFLEVFTARQ7 \
  | 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: 91f652cd9c88b84122472ac952cc1187fe89ac79b07821903db268e78e7d2d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efb8a2069d79ca3c3eb075ee936e1e13869ececf6d70ad7f00126948cf201df9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-25T19:03:04Z",
    "title_canon_sha256": "ac32e37de7cd98107b5785ee83aa9e7a9f14d8db7d44c99ea71e3cca351d3eee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.17952",
    "kind": "arxiv",
    "version": 2
  }
}