Pith Number

pith:OG6KLOFK

pith:2024:OG6KLOFKGJTFNRUDXUVA42Q67V

not attested not anchored not stored refs pending

Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers

Edward Hill, Marcus Buckmann

arxiv:2408.03414 v2 · 2024-08-06 · cs.CL · 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{OG6KLOFKGJTFNRUDXUVA42Q67V}

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

Disentangled Safety Adapters Enable Efficient Guardrails and Flexible Inference-Time Alignment

Receipt and verification

First computed	2026-07-05T09:15:59.012920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71bca5b8aa326656c683bd2a0e6a1efd470ab7349e4fd73ebda1144ef640ae7f

Aliases

arxiv: 2408.03414 · arxiv_version: 2408.03414v2 · doi: 10.48550/arxiv.2408.03414 · pith_short_12: OG6KLOFKGJTF · pith_short_16: OG6KLOFKGJTFNRUD · pith_short_8: OG6KLOFK

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/OG6KLOFKGJTFNRUDXUVA42Q67V \
  | 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: 71bca5b8aa326656c683bd2a0e6a1efd470ab7349e4fd73ebda1144ef640ae7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4082ef9bc19be6d2b4361ce0ae0065af02efca9cf19209cdfb75d9fabbb1728b",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-06T19:23:42Z",
    "title_canon_sha256": "fdc23b1719856b10beea5a411388961d59dfe8b076b9cae81f12189fcd82646f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03414",
    "kind": "arxiv",
    "version": 2
  }
}