Pith Number

pith:E3ONJNHA

pith:2026:E3ONJNHAHF36DXKBC5JG47QHNQ

not attested not anchored not stored refs pending

Weak-to-Strong Learning in Decision Making

Jingwei Ji, Renyuan Xu

arxiv:2607.18467 v1 · 2026-07-20 · 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{E3ONJNHAHF36DXKBC5JG47QHNQ}

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	2026-07-22T00:22:50.057053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26dcd4b4e03977e1dd4117526e7e076c1e14e034eba1011af6c5764c8b38c51a

Aliases

arxiv: 2607.18467 · arxiv_version: 2607.18467v1 · doi: 10.48550/arxiv.2607.18467 · pith_short_12: E3ONJNHAHF36 · pith_short_16: E3ONJNHAHF36DXKB · pith_short_8: E3ONJNHA

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/E3ONJNHAHF36DXKBC5JG47QHNQ \
  | 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: 26dcd4b4e03977e1dd4117526e7e076c1e14e034eba1011af6c5764c8b38c51a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f57a92b44dd6e9e3473215738a9acb93953ba20953023ddb2902c33f470fdee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-20T19:37:35Z",
    "title_canon_sha256": "dc2b15a2d097aaa01355545cc18c78ec6aab9924c64c03d3c00b76c1e8417256"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18467",
    "kind": "arxiv",
    "version": 1
  }
}