Pith Number

pith:WU3BLV3I

pith:2024:WU3BLV3I2FUPGPFZMRQJSLG3EH

not attested not anchored not stored refs pending

Cost-efficient Knowledge-based Question Answering with Large Language Models

Chuang Zhou, Daochen Zha, Hao Chen, Junnan Dong, Qinggang Zhang, Xiao Huang

arxiv:2405.17337 v1 · 2024-05-27 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WU3BLV3I2FUPGPFZMRQJSLG3EH}

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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

Enhancing Large Language Models with Reliable Knowledge Graphs

Receipt and verification

First computed	2026-07-05T08:23:43.065970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b53615d768d168f33cb96460992cdb21d35e0e1a6e4a38bbacc8ea540c832cf6

Aliases

arxiv: 2405.17337 · arxiv_version: 2405.17337v1 · doi: 10.48550/arxiv.2405.17337 · pith_short_12: WU3BLV3I2FUP · pith_short_16: WU3BLV3I2FUPGPFZ · pith_short_8: WU3BLV3I

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/WU3BLV3I2FUPGPFZMRQJSLG3EH \
  | 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: b53615d768d168f33cb96460992cdb21d35e0e1a6e4a38bbacc8ea540c832cf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4d908d7603ecece9bb9bd3d1c3145bd7ebe33d5bbd220ea04f59c162022c5b8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-27T16:37:34Z",
    "title_canon_sha256": "6e2b7bb29002bcb5cbec5b9af7b0fc46d8566a455cd5ef57a1ab00896e964761"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17337",
    "kind": "arxiv",
    "version": 1
  }
}