Pith Number

pith:P2JL2GZL

pith:2025:P2JL2GZLE2NRGWWCIAU4IZW7KR

not attested not anchored not stored refs pending

Enhancing Reasoning Capabilities in SLMs with Reward Guided Dataset Distillation

Shreyansh Padarha

arxiv:2507.00054 v1 · 2025-06-25 · cs.AI · cs.CL · 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{P2JL2GZLE2NRGWWCIAU4IZW7KR}

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	2026-07-05T11:30:04.575572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e92bd1b2b269b135ac24029c466df546851fe5b764994449bd197599ce29ba6

Aliases

arxiv: 2507.00054 · arxiv_version: 2507.00054v1 · doi: 10.48550/arxiv.2507.00054 · pith_short_12: P2JL2GZLE2NR · pith_short_16: P2JL2GZLE2NRGWWC · pith_short_8: P2JL2GZL

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/P2JL2GZLE2NRGWWCIAU4IZW7KR \
  | 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: 7e92bd1b2b269b135ac24029c466df546851fe5b764994449bd197599ce29ba6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c41042b88815deef7cebd11124c39d5787de6c57979810765185d42b21754fe7",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-25T20:07:47Z",
    "title_canon_sha256": "8a8e41b3a1cd29f848dff8f0241f6f5cfd26867094658287ec444ab4cd3e455a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00054",
    "kind": "arxiv",
    "version": 1
  }
}