Pith Number

pith:MBEEECK2

pith:2024:MBEEECK2IPGFZUASGUSUFOC75G

not attested not anchored not stored refs pending

GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning

Fei Richard Yu, Jinze Wang, Jiong Jin, Tiehua Zhang, Tingjie Liu, Youhua Xia, Yuze Liu, Zhishu Shen

arxiv:2411.14479 v1 · 2024-11-19 · cs.CL · 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{MBEEECK2IPGFZUASGUSUFOC75G}

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	2026-07-05T09:38:51.866434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

604842095a43cc5cd012352542b85fe9bae53ac0c66dc9560b02419a8c1f9ade

Aliases

arxiv: 2411.14479 · arxiv_version: 2411.14479v1 · doi: 10.48550/arxiv.2411.14479 · pith_short_12: MBEEECK2IPGF · pith_short_16: MBEEECK2IPGFZUAS · pith_short_8: MBEEECK2

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/MBEEECK2IPGFZUASGUSUFOC75G \
  | 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: 604842095a43cc5cd012352542b85fe9bae53ac0c66dc9560b02419a8c1f9ade

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e491535066a832e079d8da86bbc76894254a34c58294b01e4075938a002ba85",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-19T10:52:25Z",
    "title_canon_sha256": "1a2cb6662f8ecd4d7b43f7363b6f9c99759cdda3055907052e864e7e135f1413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14479",
    "kind": "arxiv",
    "version": 1
  }
}