Pith Number

pith:IZTHVNI3

pith:2025:IZTHVNI3BCMWL6Z7V6HBT5JKVG

not attested not anchored not stored refs pending

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Daniil Gavrilov, Daniil Laptev, Nikita Balagansky, Yaroslav Aksenov

arxiv:2502.03032 v3 · 2025-02-05 · 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{IZTHVNI3BCMWL6Z7V6HBT5JKVG}

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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

1 paper in Pith

Unstable Features, Reproducible Subspaces: Understanding Seed Dependence in Sparse Autoencoders

Receipt and verification

First computed	2026-07-05T11:42:53.256107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46667ab51b089965fb3faf8e19f52aa9a51666562502c94c763de0cdf88e66ba

Aliases

arxiv: 2502.03032 · arxiv_version: 2502.03032v3 · doi: 10.48550/arxiv.2502.03032 · pith_short_12: IZTHVNI3BCMW · pith_short_16: IZTHVNI3BCMWL6Z7 · pith_short_8: IZTHVNI3

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/IZTHVNI3BCMWL6Z7V6HBT5JKVG \
  | 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: 46667ab51b089965fb3faf8e19f52aa9a51666562502c94c763de0cdf88e66ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3443d65e80c6b20daeb485eb7c94d218977e84eee4e94e1b2a145d1be403839",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T09:39:34Z",
    "title_canon_sha256": "0f1a454297c8edc48a1235f8aeb13b16bc2f9c4241b67fc4339d495557f36e77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03032",
    "kind": "arxiv",
    "version": 3
  }
}