Pith Number

pith:J74QOVOA

pith:2025:J74QOVOAZ7IIZFLAGZKGX7TGVU

not attested not anchored not stored refs pending

From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation

Irwin King, Jiele Wu, Minda Hu, Wenqian Cui, Yifei Zhang, Yufei Wang, Zhihan Guo

arxiv:2506.16024 v1 · 2025-06-19 · 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{J74QOVOAZ7IIZFLAGZKGX7TGVU}

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

3 papers in Pith

Trust Region On-Policy Distillation

A Survey of Reinforcement Learning for Large Reasoning Models

SEIF: Self-Evolving Reinforcement Learning for Instruction Following

Receipt and verification

First computed	2026-07-05T11:24:28.429875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ff90755c0cfd08c956036546bfe66ad1ade736b2e7b57474211475d7bcf283b

Aliases

arxiv: 2506.16024 · arxiv_version: 2506.16024v1 · doi: 10.48550/arxiv.2506.16024 · pith_short_12: J74QOVOAZ7II · pith_short_16: J74QOVOAZ7IIZFLA · pith_short_8: J74QOVOA

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/J74QOVOAZ7IIZFLAGZKGX7TGVU \
  | 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: 4ff90755c0cfd08c956036546bfe66ad1ade736b2e7b57474211475d7bcf283b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "464a53465d51c47615eef1b9a5dda2ebb371396f2a9bbf1221338d5bed53e2a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-19T04:44:34Z",
    "title_canon_sha256": "fa471df6fcfa41de45281f8df7cbf05e9ea3d9772a2681080f522b092df79ffd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16024",
    "kind": "arxiv",
    "version": 1
  }
}