Pith Number

pith:CDWIKL7F

pith:2023:CDWIKL7FJ34OLQDRKXUEVVYQP6

not attested not anchored not stored refs pending

Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation

Randall Balestriero, Romain Cosentino, Sarath Shekkizhar

arxiv:2312.01648 v3 · 2023-12-04 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDWIKL7FJ34OLQDRKXUEVVYQP6}

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

1 paper in Pith

The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions

Receipt and verification

First computed	2026-07-05T08:42:31.295983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10ec852fe54ef8e5c07155e84ad7107fbcfe74d48e0e3121af6a6fb885e2622a

Aliases

arxiv: 2312.01648 · arxiv_version: 2312.01648v3 · doi: 10.48550/arxiv.2312.01648 · pith_short_12: CDWIKL7FJ34O · pith_short_16: CDWIKL7FJ34OLQDR · pith_short_8: CDWIKL7F

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/CDWIKL7FJ34OLQDRKXUEVVYQP6 \
  | 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: 10ec852fe54ef8e5c07155e84ad7107fbcfe74d48e0e3121af6a6fb885e2622a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5802bdeb9fa60cced8cc08dabf2b4fc67c901e0962c2f282621862885dda008",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-04T06:01:32Z",
    "title_canon_sha256": "783cf15eb2b94bdba76621bd93e00f503dc452d1af886acd1204952282c5a431"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01648",
    "kind": "arxiv",
    "version": 3
  }
}