Pith Number

pith:LUS63OLP

pith:2023:LUS63OLPNFXPQTK4SMY27NKYWC

not attested not anchored not stored refs pending

The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning

Gintare Karolina Dziugaite, Jonathan Ragan-Kelley, Michael Carbin, Nolan Clement, Tian Jin, Vaishnavh Nagarajan, Xin Dong

arxiv:2310.04680 v1 · 2023-10-07 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LUS63OLPNFXPQTK4SMY27NKYWC}

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.

Receipt and verification

First computed	2026-06-10T01:09:10.838380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d25edb96f696ef84d5c9331afb558b0a487ff7af6ac67f788dcc444a9a367de

Aliases

arxiv: 2310.04680 · arxiv_version: 2310.04680v1 · doi: 10.48550/arxiv.2310.04680 · pith_short_12: LUS63OLPNFXP · pith_short_16: LUS63OLPNFXPQTK4 · pith_short_8: LUS63OLP

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/LUS63OLPNFXPQTK4SMY27NKYWC \
  | 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: 5d25edb96f696ef84d5c9331afb558b0a487ff7af6ac67f788dcc444a9a367de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3a006dec9081fb300820d89f645ada8d0667e61ac6a1ddcc52e25032ec1bbff",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-07T03:36:39Z",
    "title_canon_sha256": "536fa4a41dd3cfeacbdeb9ba01df8ca4cbceac6734a9a0bd56c7a1c4ec2a3158"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04680",
    "kind": "arxiv",
    "version": 1
  }
}