Pith Number

pith:3MQXZU63

pith:2025:3MQXZU63LFJDBP5OIG4VEL7G7C

not attested not anchored not stored refs pending

Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR

Jiaming Li, Longze Chen, Lu Wang, Min Yang, Run Luo, Wanwei He, Yukun Chen, Ze Gong

arxiv:2509.02522 v3 · 2025-09-02 · cs.CL · 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{3MQXZU63LFJDBP5OIG4VEL7G7C}

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	2026-07-21T01:20:36.694668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db217cd3db595230bfae41b9522fe6f8ac2e3ff76170eb6a69963e8961fb9296

Aliases

arxiv: 2509.02522 · arxiv_version: 2509.02522v3 · doi: 10.48550/arxiv.2509.02522 · pith_short_12: 3MQXZU63LFJD · pith_short_16: 3MQXZU63LFJDBP5O · pith_short_8: 3MQXZU63

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/3MQXZU63LFJDBP5OIG4VEL7G7C \
  | 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: db217cd3db595230bfae41b9522fe6f8ac2e3ff76170eb6a69963e8961fb9296

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9d864921a29aa8621fd949f1ac9d46d43a16c0d69cb31c97b36cb8589429472",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-02T17:22:46Z",
    "title_canon_sha256": "8c517d69d0cf737361be47014140aa85045db38b87c74889b32461efa1f7e515"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02522",
    "kind": "arxiv",
    "version": 3
  }
}