Pith Number

pith:RK4JDU3K

pith:2025:RK4JDU3KGZ236H3T7I7CI53WBF

not attested not anchored not stored refs pending

Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation

Jey Han Lau, Jianzhong Qi, Shengxiang Gao

arxiv:2502.12737 v3 · 2025-02-18 · 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{RK4JDU3KGZ236H3T7I7CI53WBF}

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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.

Cited by

1 paper in Pith

Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T12:07:58.493282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ab891d36a3675bf1f73fa3e247776094c59ca0c591411878897c76755e191b7

Aliases

arxiv: 2502.12737 · arxiv_version: 2502.12737v3 · doi: 10.48550/arxiv.2502.12737 · pith_short_12: RK4JDU3KGZ23 · pith_short_16: RK4JDU3KGZ236H3T · pith_short_8: RK4JDU3K

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/RK4JDU3KGZ236H3T7I7CI53WBF \
  | 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: 8ab891d36a3675bf1f73fa3e247776094c59ca0c591411878897c76755e191b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39bac15a06af9e67cb8435c277080044474c266765193c6ca65d0a369b1a3764",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T10:53:41Z",
    "title_canon_sha256": "d2f856381fc096ffedd0e046edfb3b4d87fc9e6ddd8ab579ab438ea8b9d178cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12737",
    "kind": "arxiv",
    "version": 3
  }
}