Pith Number

pith:EWCBQNVY

pith:2025:EWCBQNVY6YBDU4MVOA45PEFPAS

not attested not anchored not stored refs pending

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

Heng Chang, Irwin King, Jia Li, Linhao Luo, Xinni Zhang, Yuhan Li, Yuxiang Ren

arxiv:2502.12586 v1 · 2025-02-18 · cs.IR · cs.CL

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\usepackage{pith}
\pithnumber{EWCBQNVY6YBDU4MVOA45PEFPAS}

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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

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Receipt and verification

First computed	2026-07-05T10:15:57.905378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25841836b8f6023a71957039d790af0488ae7634078913281cffa51eaf19957a

Aliases

arxiv: 2502.12586 · arxiv_version: 2502.12586v1 · doi: 10.48550/arxiv.2502.12586 · pith_short_12: EWCBQNVY6YBD · pith_short_16: EWCBQNVY6YBDU4MV · pith_short_8: EWCBQNVY

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/EWCBQNVY6YBDU4MVOA45PEFPAS \
  | 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: 25841836b8f6023a71957039d790af0488ae7634078913281cffa51eaf19957a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33249eaf48c588bb949c9930d4bb29028e3cb6d7093668695d5ca5a507a65f60",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-02-18T06:42:38Z",
    "title_canon_sha256": "6be6ccef7635f55d19188da6e99392ac4124676c789f518112d44baf0649890c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12586",
    "kind": "arxiv",
    "version": 1
  }
}