Pith Number

pith:NWWGYTMN

pith:2025:NWWGYTMNV2W7B53EMG333AOIRI

not attested not anchored not stored refs pending

Cautious Next Token Prediction

Lingzhi Zhang, Mang Tik Chiu, Mingyuan Zhang, Qihua Dong, Sohrab Amirghodsi, Yizhou Wang, Yue Bai, Yun Fu, Yu Yin, Zhengmian Hu

arxiv:2507.03038 v2 · 2025-07-03 · cs.CL · cs.AI · 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{NWWGYTMNV2W7B53EMG333AOIRI}

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

Entropy-Guided Loop: Achieving Reasoning through Uncertainty-Aware Generation

Receipt and verification

First computed	2026-07-05T11:41:43.792306Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dac6c4d8daeadf0f76461b7bd81c88a06bbe34eff167d9066c7c77b8eb2e732

Aliases

arxiv: 2507.03038 · arxiv_version: 2507.03038v2 · doi: 10.48550/arxiv.2507.03038 · pith_short_12: NWWGYTMNV2W7 · pith_short_16: NWWGYTMNV2W7B53E · pith_short_8: NWWGYTMN

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/NWWGYTMNV2W7B53EMG333AOIRI \
  | 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: 6dac6c4d8daeadf0f76461b7bd81c88a06bbe34eff167d9066c7c77b8eb2e732

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ad424de8cdb333265988b6b2813ce4902242f2aef378793539bfb3281faaf21",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-03T05:49:18Z",
    "title_canon_sha256": "b7deb8a710b09bb127b9370d8c8933b7bcbe06c07dc7e2dd254bcb92d2bfef1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03038",
    "kind": "arxiv",
    "version": 2
  }
}