Pith Number

pith:NAPJYZLS

pith:2025:NAPJYZLSGEDJI66IDF3JBM5TGG

not attested not anchored not stored refs pending

Debate Helps Weak-to-Strong Generalization

Fei Huang, Hao Lang, Yongbin Li

arxiv:2501.13124 v1 · 2025-01-21 · 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{NAPJYZLSGEDJI66IDF3JBM5TGG}

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

On the Blessing of Pre-training in Weak-to-Strong Generalization

Receipt and verification

First computed	2026-07-05T10:04:23.758652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

681e9c65723106947bc8197690b3b331aca6dad48479e258ea0af268a665cd53

Aliases

arxiv: 2501.13124 · arxiv_version: 2501.13124v1 · doi: 10.48550/arxiv.2501.13124 · pith_short_12: NAPJYZLSGEDJ · pith_short_16: NAPJYZLSGEDJI66I · pith_short_8: NAPJYZLS

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/NAPJYZLSGEDJI66IDF3JBM5TGG \
  | 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: 681e9c65723106947bc8197690b3b331aca6dad48479e258ea0af268a665cd53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1297f30ef05010a0a8b00573fe19ee009faf8ee39790e6ad4524d7081ffce2b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-21T05:36:13Z",
    "title_canon_sha256": "9e7eb7d16f3c591be335b2b62cf3e6cfbfe8b1cbdcdd0db500e1e6890d380b32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13124",
    "kind": "arxiv",
    "version": 1
  }
}