Pith Number

pith:7YAFNH3L

pith:2026:7YAFNH3L7R7UHBQPSHOVF3T7AN

not attested not anchored not stored refs pending

Mitigating False Credit Propagation: Probabilistic Graphical Reward Aggregation for Rubric-Based Reinforcement Learning

Can Lv, Heng Chang, Mingju Chen, Shiji Zhou

arxiv:2606.03361 v1 · 2026-06-02 · 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{7YAFNH3L7R7UHBQPSHOVF3T7AN}

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	2026-06-03T01:05:55.940127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe00569f6bfc7f43860f91dd52ee7f036a148000d2e78821d553fc8578ae4222

Aliases

arxiv: 2606.03361 · arxiv_version: 2606.03361v1 · doi: 10.48550/arxiv.2606.03361 · pith_short_12: 7YAFNH3L7R7U · pith_short_16: 7YAFNH3L7R7UHBQP · pith_short_8: 7YAFNH3L

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/7YAFNH3L7R7UHBQPSHOVF3T7AN \
  | 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: fe00569f6bfc7f43860f91dd52ee7f036a148000d2e78821d553fc8578ae4222

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71afff988eb630049ca2c552965629589eb3caad5ef19484ec37956548c6564d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-02T09:10:42Z",
    "title_canon_sha256": "34e017bccc0d201d8832ea79216e0503b8474579c9a61730f5d11e69df76f095"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03361",
    "kind": "arxiv",
    "version": 1
  }
}