Pith Number

pith:NCB2I7A6

pith:2025:NCB2I7A6SE626WNN5P3LU5LEBD

not attested not anchored not stored refs pending

Flash Interpretability: Decoding Specialised Feature Neurons in Large Language Models with the LM-Head

Harry J Davies

arxiv:2501.02688 v2 · 2025-01-05 · 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{NCB2I7A6SE626WNN5P3LU5LEBD}

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

3 papers in Pith

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction

Deep Neural Networks as Discrete Dynamical Systems: Implications for Physics-Informed Learning

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction

Receipt and verification

First computed	2026-07-05T10:21:27.872992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6883a47c1e913daf59adebf6ba756408fe96fc20ac009265b28f2aa51f34b281

Aliases

arxiv: 2501.02688 · arxiv_version: 2501.02688v2 · doi: 10.48550/arxiv.2501.02688 · pith_short_12: NCB2I7A6SE62 · pith_short_16: NCB2I7A6SE626WNN · pith_short_8: NCB2I7A6

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/NCB2I7A6SE626WNN5P3LU5LEBD \
  | 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: 6883a47c1e913daf59adebf6ba756408fe96fc20ac009265b28f2aa51f34b281

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39fec16adb849a65b1ae3c7857eb1c41e3b3330f956e9d8abff632d11f04c941",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-05T23:35:47Z",
    "title_canon_sha256": "dce8253d1b6c2fe964c38da44fe45b4cc9d898e1991eec5c34436b8fc54f8728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02688",
    "kind": "arxiv",
    "version": 2
  }
}