Pith Number

pith:WCJLVRHP

pith:2025:WCJLVRHPLHVT2SPGJKYNX7HTNK

not attested not anchored not stored refs pending

Reinforcement Speculative Decoding for Fast Ranking

Jie Zhang, Tianjun Wei, Yingpeng Du, Zhu Sun

arxiv:2505.20316 v1 · 2025-05-23 · 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{WCJLVRHPLHVT2SPGJKYNX7HTNK}

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

Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation

Receipt and verification

First computed	2026-07-05T11:10:11.128540Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b092bac4ef59eb3d49e64ab0dbfcf36aa65ebfce017fb32854c411ef40ab5482

Aliases

arxiv: 2505.20316 · arxiv_version: 2505.20316v1 · doi: 10.48550/arxiv.2505.20316 · pith_short_12: WCJLVRHPLHVT · pith_short_16: WCJLVRHPLHVT2SPG · pith_short_8: WCJLVRHP

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/WCJLVRHPLHVT2SPGJKYNX7HTNK \
  | 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: b092bac4ef59eb3d49e64ab0dbfcf36aa65ebfce017fb32854c411ef40ab5482

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a567dfce3ea4137c78a14d2e4b47f1c51c301bc5ee62b599eedc6016330032aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-23T02:25:26Z",
    "title_canon_sha256": "423a2e02e3775d98f6f75cab2cba42e9be207f04f13b23009a2c1ee689aa2d1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20316",
    "kind": "arxiv",
    "version": 1
  }
}