Pith Number

pith:YHEKI4XV

pith:2024:YHEKI4XVV7WACF7SDM7XMWZVG2

not attested not anchored not stored refs pending

Weak-to-Strong Reasoning

Pengfei Liu, Yan Ma, Yuqing Yang

arxiv:2407.13647 v2 · 2024-07-18 · 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{YHEKI4XVV7WACF7SDM7XMWZVG2}

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

Weak-to-Strong Generalization is Nearly Inevitable (in Linear Models)

Receipt and verification

First computed	2026-07-05T09:13:55.024685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1c8a472f5afec0117f21b3f765b35368a2f38935bf69c74f4e9be2d500f9f2a

Aliases

arxiv: 2407.13647 · arxiv_version: 2407.13647v2 · doi: 10.48550/arxiv.2407.13647 · pith_short_12: YHEKI4XVV7WA · pith_short_16: YHEKI4XVV7WACF7S · pith_short_8: YHEKI4XV

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/YHEKI4XVV7WACF7SDM7XMWZVG2 \
  | 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: c1c8a472f5afec0117f21b3f765b35368a2f38935bf69c74f4e9be2d500f9f2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d0d2c6100354e00c723c651f09f87f5a08e26e8d9c9f2d78bacdc8a55f65ed5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-18T16:25:17Z",
    "title_canon_sha256": "452437132bbd213798ca80831a029436ccdfc19a87a98bba91ba443adb83ba89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13647",
    "kind": "arxiv",
    "version": 2
  }
}