Pith Number

pith:SLS3LWPM

pith:2026:SLS3LWPMUHVWTQ52WRVUVBST2W

not attested not anchored not stored refs pending

ARES: Automated Rubric Synthesis for Scalable LLM Reinforcement Learning

Dayiheng Liu, Fuli Feng, Keqin Bao, Moxin Li, Wenjie Wang, Xiaoyuan Li, Yichang Zhang, Yubo Ma

arxiv:2605.23454 v1 · 2026-05-22 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLS3LWPMUHVWTQ52WRVUVBST2W}

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	2026-05-25T02:01:55.039556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92e5b5d9eca1eb69c3bab46b4a8653d5820a968bb36f0a35fdb3280e9879da3f

Aliases

arxiv: 2605.23454 · arxiv_version: 2605.23454v1 · doi: 10.48550/arxiv.2605.23454 · pith_short_12: SLS3LWPMUHVW · pith_short_16: SLS3LWPMUHVWTQ52 · pith_short_8: SLS3LWPM

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/SLS3LWPMUHVWTQ52WRVUVBST2W \
  | 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: 92e5b5d9eca1eb69c3bab46b4a8653d5820a968bb36f0a35fdb3280e9879da3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a3f4a6905bedccba8c2a53dd2039fd374a8cfebaa0450ff3141c574b30da523",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-22T10:09:28Z",
    "title_canon_sha256": "d02a9a14629b2376e0992fc97e01bb8ffa3f2dc493bfc9972e2fad415e32305d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23454",
    "kind": "arxiv",
    "version": 1
  }
}