Pith Number

pith:KQWVSTGK

pith:2023:KQWVSTGKUC43XU3ESBVXYWTVTV

not attested not anchored not stored refs pending

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

Bowen Dong, Jianyong Wang, Ning Liu, Sunqi Fan, Xiuxing Li, Yu Gu, Zhenyu Li, Zhichao Duan

arxiv:2308.12060 v3 · 2023-08-23 · 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{KQWVSTGKUC43XU3ESBVXYWTVTV}

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.

Cited by

1 paper in Pith

Graph Query Generation with Constraint-guided Large Language Agents

Receipt and verification

First computed	2026-07-05T07:37:51.163830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

542d594ccaa0b9bbd364906b7c5a759d753368b38632bd6663d771707937f955

Aliases

arxiv: 2308.12060 · arxiv_version: 2308.12060v3 · doi: 10.48550/arxiv.2308.12060 · pith_short_12: KQWVSTGKUC43 · pith_short_16: KQWVSTGKUC43XU3E · pith_short_8: KQWVSTGK

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/KQWVSTGKUC43XU3ESBVXYWTVTV \
  | 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: 542d594ccaa0b9bbd364906b7c5a759d753368b38632bd6663d771707937f955

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8ad576c33720280e9faab3b12051cc3b1953e71f50ce3e4c07ceada92fbb051",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-23T11:00:36Z",
    "title_canon_sha256": "e20f77ca30f2534f5d75caece0f916e683d33785f31fc6cd92ff171b34528731"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12060",
    "kind": "arxiv",
    "version": 3
  }
}