Pith Number

pith:GCZ2TABV

pith:2024:GCZ2TABVTX2NY2QEVHH2VKPEQK

not attested not anchored not stored refs pending

LLM Circuit Analyses Are Consistent Across Training and Scale

Curt Tigges, Michael Hanna, Qinan Yu, Stella Biderman

arxiv:2407.10827 v2 · 2024-07-15 · 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{GCZ2TABVTX2NY2QEVHH2VKPEQK}

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

Fingerprint, Not Blueprint: How Positional Schemes Set the Default Spectral Algebra of Attention

Receipt and verification

First computed	2026-07-05T09:40:18.636086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30b3a980359df4dc6a04a9cfaaa9e48280b05457d99e02ada51696f0b8b2a381

Aliases

arxiv: 2407.10827 · arxiv_version: 2407.10827v2 · doi: 10.48550/arxiv.2407.10827 · pith_short_12: GCZ2TABVTX2N · pith_short_16: GCZ2TABVTX2NY2QE · pith_short_8: GCZ2TABV

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/GCZ2TABVTX2NY2QEVHH2VKPEQK \
  | 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: 30b3a980359df4dc6a04a9cfaaa9e48280b05457d99e02ada51696f0b8b2a381

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c5744b0812b65aa03f73515d6db58eb534e0a5ea4a10cfe0505d967915f2c7b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-15T15:38:51Z",
    "title_canon_sha256": "fdcc30020bf0c3fed7a166394ceb77d63e2f25fb5e8198da3a0235c29af84892"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10827",
    "kind": "arxiv",
    "version": 2
  }
}