Pith Number

pith:D6AI3WW4

pith:2025:D6AI3WW4GDF5M2Q7EKAARUG7EO

not attested not anchored not stored refs pending

Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models

Asaf Yehudai, Dinesh Khandelwal, Dinesh Raghu, Sachindra Joshi, Sonam Gupta, Yatin Nandwani

arxiv:2502.08130 v2 · 2025-02-12 · 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{D6AI3WW4GDF5M2Q7EKAARUG7EO}

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

StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:17:16.656399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f808ddadc30cbd66a1f228008d0df23bd8073ce3764f8ccf93df61e4e52787a

Aliases

arxiv: 2502.08130 · arxiv_version: 2502.08130v2 · doi: 10.48550/arxiv.2502.08130 · pith_short_12: D6AI3WW4GDF5 · pith_short_16: D6AI3WW4GDF5M2Q7 · pith_short_8: D6AI3WW4

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/D6AI3WW4GDF5M2Q7EKAARUG7EO \
  | 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: 1f808ddadc30cbd66a1f228008d0df23bd8073ce3764f8ccf93df61e4e52787a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5d42e4239679e5c49b2f318e6a47953e4213d75047c3f598f3fd86a201416af",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-12T05:24:21Z",
    "title_canon_sha256": "7b5859dc1e21c13e9091cf5d8d37e6f58e61829564e83f05add467bcb81eb92e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08130",
    "kind": "arxiv",
    "version": 2
  }
}