Pith Number

pith:FSTZXMWN

pith:2024:FSTZXMWN7ZG7GJKB2A7MT4RVKQ

not attested not anchored not stored refs pending

Predicting Emergent Capabilities by Finetuning

Charlie Snell, Dan Klein, Eric Wallace, Sergey Levine

arxiv:2411.16035 v1 · 2024-11-25 · 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{FSTZXMWN7ZG7GJKB2A7MT4RVKQ}

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	2026-07-05T09:40:02.900848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ca79bb2cdfe4df32541d03ec9f235543078ffdcb3ad53372b4c871331889479

Aliases

arxiv: 2411.16035 · arxiv_version: 2411.16035v1 · doi: 10.48550/arxiv.2411.16035 · pith_short_12: FSTZXMWN7ZG7 · pith_short_16: FSTZXMWN7ZG7GJKB · pith_short_8: FSTZXMWN

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/FSTZXMWN7ZG7GJKB2A7MT4RVKQ \
  | 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: 2ca79bb2cdfe4df32541d03ec9f235543078ffdcb3ad53372b4c871331889479

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8762715a64bee1b63b9d6105e36736f7b150bef8e21e54f25c5897b16170663",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T01:48:09Z",
    "title_canon_sha256": "6a4534219aad93b2b53a3690bb6137a973c2db2d52d232fd76eb555f83aa0284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16035",
    "kind": "arxiv",
    "version": 1
  }
}