Pith Number

pith:YDID6UYB

pith:2025:YDID6UYBETAJCWVXDNBU7WYOST

not attested not anchored not stored refs pending

A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy

Chengxiao Dai, Chuan Fu Tan, Daren Tan Zong Loong, Dusit Niyato, Eugene H.Z. HO, Jonathan Low Zhaozhi, Keyi Xiang, Yang Zhao, Yueyang Wang, Zhiquan Yeo

arxiv:2506.04252 v1 · 2025-06-01 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YDID6UYBETAJCWVXDNBU7WYOST}

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.

Receipt and verification

First computed	2026-07-05T11:16:11.139339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0d03f530124c0915ab71b434fdb0e94fc708cbcc34a869ae023988272e28e79

Aliases

arxiv: 2506.04252 · arxiv_version: 2506.04252v1 · doi: 10.48550/arxiv.2506.04252 · pith_short_12: YDID6UYBETAJ · pith_short_16: YDID6UYBETAJCWVX · pith_short_8: YDID6UYB

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/YDID6UYBETAJCWVXDNBU7WYOST \
  | 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: c0d03f530124c0915ab71b434fdb0e94fc708cbcc34a869ae023988272e28e79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ce0e4a4b438fb96aec74a75a2b021f3782fecf8d3510de16d3d45bac109d43e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-01T07:49:47Z",
    "title_canon_sha256": "049084fbb343ed71c1421e3208dbf439443cf032b75ddd72f5dd2e5777dbc866"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04252",
    "kind": "arxiv",
    "version": 1
  }
}