Pith Number

pith:25PU7EOF

pith:2025:25PU7EOF3WMJH34NDKW72ZRVME

not attested not anchored not stored refs pending

Two-Stage Reasoning-Infused Learning: Improving Classification with LLM-Generated Reasoning

Mads Henrichsen, Rasmus Krebs

arxiv:2507.00214 v1 · 2025-06-30 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{25PU7EOF3WMJH34NDKW72ZRVME}

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

Automated item evaluation: Predicting item acceptance and rejection using LLM-generated critiques

Receipt and verification

First computed	2026-07-05T11:29:39.292272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d75f4f91c5dd9893ef8d1aadfd663561301be0ea8488e25b220b5576fd9aac97

Aliases

arxiv: 2507.00214 · arxiv_version: 2507.00214v1 · doi: 10.48550/arxiv.2507.00214 · pith_short_12: 25PU7EOF3WMJ · pith_short_16: 25PU7EOF3WMJH34N · pith_short_8: 25PU7EOF

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/25PU7EOF3WMJH34NDKW72ZRVME \
  | 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: d75f4f91c5dd9893ef8d1aadfd663561301be0ea8488e25b220b5576fd9aac97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baa1e8fbb5039d540f17bd51e4dd05bac1f4a17f70471b77ab8ee3f4c94de9fe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-30T19:34:57Z",
    "title_canon_sha256": "28c0130cd8be055cf4a8f834c3727fa02eecfdd593bc0ad32e21c73052d42f7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00214",
    "kind": "arxiv",
    "version": 1
  }
}