Pith Number

pith:BWJYGZK4

pith:2024:BWJYGZK4JJ374KFMN5PIOPQX42

not attested not anchored not stored refs pending

Exploring Group and Symmetry Principles in Large Language Models

Hamid Palangi, Shima Imani

arxiv:2402.06120 v3 · 2024-02-09 · 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{BWJYGZK4JJ374KFMN5PIOPQX42}

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

Safety Alignment Depth in Large Language Models: A Markov Chain Perspective

Receipt and verification

First computed	2026-07-05T09:03:40.063734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d9383655c4a77fe28ac6f5e873e17e68d45d234ea5da45961e37f7d1a5dcb8a

Aliases

arxiv: 2402.06120 · arxiv_version: 2402.06120v3 · doi: 10.48550/arxiv.2402.06120 · pith_short_12: BWJYGZK4JJ37 · pith_short_16: BWJYGZK4JJ374KFM · pith_short_8: BWJYGZK4

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/BWJYGZK4JJ374KFMN5PIOPQX42 \
  | 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: 0d9383655c4a77fe28ac6f5e873e17e68d45d234ea5da45961e37f7d1a5dcb8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f243e913180a5dd457873b637c49f975740fbe5d607d7096ad91815eafcf06e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-09T01:10:25Z",
    "title_canon_sha256": "65be7c5e3ceddccd8277ec85ab7a16ec41b3689fc8022f372d6b949e7726d548"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06120",
    "kind": "arxiv",
    "version": 3
  }
}