Pith Number

pith:FC3N34R6

pith:2024:FC3N34R6SUP3NTEO4CNG76IELV

not attested not anchored not stored refs pending

Anisotropy Is Inherent to Self-Attention in Transformers

Beno\^it Sagot, \'Eric de la Clergerie, Nathan Godey

arxiv:2401.12143 v2 · 2024-01-22 · 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{FC3N34R6SUP3NTEO4CNG76IELV}

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

2 papers in Pith

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs

LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis

Receipt and verification

First computed	2026-07-05T07:36:58.175945Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28b6ddf23e951fb6cc8ee09a6ff9045d63bad4ae31e7c7a2e51437343f3be5b1

Aliases

arxiv: 2401.12143 · arxiv_version: 2401.12143v2 · doi: 10.48550/arxiv.2401.12143 · pith_short_12: FC3N34R6SUP3 · pith_short_16: FC3N34R6SUP3NTEO · pith_short_8: FC3N34R6

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/FC3N34R6SUP3NTEO4CNG76IELV \
  | 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: 28b6ddf23e951fb6cc8ee09a6ff9045d63bad4ae31e7c7a2e51437343f3be5b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b816fc333cd92d33ebbfd5c3287a1d13f0f1a732b122de97bcc8fc6b62459d2b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-22T17:26:55Z",
    "title_canon_sha256": "96141d67a20594982c8738b70c3f872eea02cb9953e1c9e674f10a900387d233"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12143",
    "kind": "arxiv",
    "version": 2
  }
}