Pith Number

pith:BY6XHN4L

pith:2024:BY6XHN4LGR6VQ5Y6OOL7OPJPS6

not attested not anchored not stored refs pending

Estimating the Local Learning Coefficient at Scale

Edmund Lau, Zach Furman

arxiv:2402.03698 v2 · 2024-02-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BY6XHN4LGR6VQ5Y6OOL7OPJPS6}

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

Structure Development in List-Sorting Transformers

Receipt and verification

First computed	2026-07-05T09:12:59.115011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e3d73b78b347d58771e7397f73d2f97be032e6fc5def6c7e1da4f5487ff82af

Aliases

arxiv: 2402.03698 · arxiv_version: 2402.03698v2 · doi: 10.48550/arxiv.2402.03698 · pith_short_12: BY6XHN4LGR6V · pith_short_16: BY6XHN4LGR6VQ5Y6 · pith_short_8: BY6XHN4L

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/BY6XHN4LGR6VQ5Y6OOL7OPJPS6 \
  | 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: 0e3d73b78b347d58771e7397f73d2f97be032e6fc5def6c7e1da4f5487ff82af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92f406dd18ce420a564a09cd50a21536d3e45a0a1a825f4310f29ed1b2c47823",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T04:37:09Z",
    "title_canon_sha256": "b63fa49e35e89ee9cbfb46043d810cf3555c846660f509a2d084ca06ac879206"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03698",
    "kind": "arxiv",
    "version": 2
  }
}