Pith Number

pith:NUNVOMVG

pith:2026:NUNVOMVGUCWJWUEOUKS4VCEEBD

not attested not anchored not stored refs pending

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning

Alborz Geramifard, Hejian Sang, Jiaxin Zhang, Xiaomin Li, Xinchen Du, Yuanda Xu, Zhengze Zhou, Zhipeng Wang

arxiv:2606.32017 v1 · 2026-06-30 · cs.LG · 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{NUNVOMVGUCWJWUEOUKS4VCEEBD}

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	2026-07-01T01:18:29.296741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d1b5732a6a0ac9b508ea2a5ca888408d74431547c3b506a8c0e823c9c980cd2

Aliases

arxiv: 2606.32017 · arxiv_version: 2606.32017v1 · doi: 10.48550/arxiv.2606.32017 · pith_short_12: NUNVOMVGUCWJ · pith_short_16: NUNVOMVGUCWJWUEO · pith_short_8: NUNVOMVG

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/NUNVOMVGUCWJWUEOUKS4VCEEBD \
  | 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: 6d1b5732a6a0ac9b508ea2a5ca888408d74431547c3b506a8c0e823c9c980cd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efb0247b96adcb22b758edc9703a2dfa50f93a4d8ac110248faa213e859a58c6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-30T17:48:07Z",
    "title_canon_sha256": "b5af8c27c5c5cafb3a3ea69108cfa09a4f22c14967bbf2729cfa985d78282f21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.32017",
    "kind": "arxiv",
    "version": 1
  }
}