Pith Number

pith:XXYWPOXO

pith:2024:XXYWPOXOX676WC3Z5VKXYMABKI

not attested not anchored not stored refs pending

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation

Derong Xu, Enhong Chen, Tong Xu, Xiangyu Zhao, Xian Wu, Xinhang Li, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Ziheng Zhang

arxiv:2412.18537 v2 · 2024-12-24 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XXYWPOXOX676WC3Z5VKXYMABKI}

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

2 papers in Pith

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation

PERMA: Benchmarking Personalized Memory Agents via Event-Driven Preference and Realistic Task Environments

Receipt and verification

First computed	2026-07-05T09:56:58.301083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdf167baeebfbfeb0b79ed557c3001520188c7cb32987e1d2826316d923b7b64

Aliases

arxiv: 2412.18537 · arxiv_version: 2412.18537v2 · doi: 10.48550/arxiv.2412.18537 · pith_short_12: XXYWPOXOX676 · pith_short_16: XXYWPOXOX676WC3Z · pith_short_8: XXYWPOXO

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/XXYWPOXOX676WC3Z5VKXYMABKI \
  | 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: bdf167baeebfbfeb0b79ed557c3001520188c7cb32987e1d2826316d923b7b64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7158cde071082f740b7ae2bc518ab4d4a42e78e3c962e7f0db3fd6db7dd4d33",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-24T16:38:04Z",
    "title_canon_sha256": "5f078348989ced2b37e68a7deb78c49a9542681a28fb6aab8585b03507ac87bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18537",
    "kind": "arxiv",
    "version": 2
  }
}