Pith Number

pith:QSZQYEBT

pith:2025:QSZQYEBTZLIQOYBMEFOZXPB7DX

not attested not anchored not stored refs pending

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation

Guanting Dong, Mengjie Deng, Xiaoxi Li, Yuyao Zhang

arxiv:2506.21384 v1 · 2025-06-26 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QSZQYEBTZLIQOYBMEFOZXPB7DX}

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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

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading

Receipt and verification

First computed	2026-07-05T11:27:44.744853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84b30c1033cad107602c215d9bbc3f1dcbf85f46ebc0e1daf58f68cf2f3f8f70

Aliases

arxiv: 2506.21384 · arxiv_version: 2506.21384v1 · doi: 10.48550/arxiv.2506.21384 · pith_short_12: QSZQYEBTZLIQ · pith_short_16: QSZQYEBTZLIQOYBM · pith_short_8: QSZQYEBT

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/QSZQYEBTZLIQOYBMEFOZXPB7DX \
  | 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: 84b30c1033cad107602c215d9bbc3f1dcbf85f46ebc0e1daf58f68cf2f3f8f70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c77521abcadc724193360c20e928a42be6d006380bf330f9674200870fc9c23a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-26T15:35:12Z",
    "title_canon_sha256": "5f74b4d760cde6641406a5cbfb6ca2b94912cd58e00b092d1a12169e9eb1bac2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21384",
    "kind": "arxiv",
    "version": 1
  }
}