Pith Number

pith:2LPLKVGT

pith:2024:2LPLKVGTVT425IORBIYTBYB3NA

not attested not anchored not stored refs pending

RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution

Cheng Yang, Jiahui Li, Jun Zhou, Kun Kuang, Lin Li, Long Chen, Tai-Wei Chang

arxiv:2411.08302 v2 · 2024-11-13 · 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{2LPLKVGTVT425IORBIYTBYB3NA}

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	2026-07-05T12:09:11.411236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2deb554d3acf9aea1d10a3130e03b6820eff0653a7bb5c38a1de9f49faab699

Aliases

arxiv: 2411.08302 · arxiv_version: 2411.08302v2 · doi: 10.48550/arxiv.2411.08302 · pith_short_12: 2LPLKVGTVT42 · pith_short_16: 2LPLKVGTVT425IOR · pith_short_8: 2LPLKVGT

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/2LPLKVGTVT425IORBIYTBYB3NA \
  | 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: d2deb554d3acf9aea1d10a3130e03b6820eff0653a7bb5c38a1de9f49faab699

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22ac963621ca784df0bb899803a79787833f4e01b6e4136604344979e95b34c4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-13T02:45:21Z",
    "title_canon_sha256": "e5acba440d9e98e9efb668039ba3a62991f0b6c27f3fc6d6cd7c04d8a5873b0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08302",
    "kind": "arxiv",
    "version": 2
  }
}