Pith Number

pith:EWBELDJ4

pith:2024:EWBELDJ44G2X7GW27VCANFFHCN

not attested not anchored not stored refs pending

Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation

Chihang Wang, Hongye Zheng, Jiajing Chen, Shuo Wang, Yuxin Dong, Zhenhong Zhang

arxiv:2411.03572 v1 · 2024-11-06 · cs.IR

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\usepackage{pith}
\pithnumber{EWBELDJ44G2X7GW27VCANFFHCN}

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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

Accurate Medical Named Entity Recognition Through Specialized NLP Models

Receipt and verification

First computed	2026-07-05T09:31:34.629415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2582458d3ce1b57f9adafd440694a7137988942a17d49d2ce82e21d77b28a161

Aliases

arxiv: 2411.03572 · arxiv_version: 2411.03572v1 · doi: 10.48550/arxiv.2411.03572 · pith_short_12: EWBELDJ44G2X · pith_short_16: EWBELDJ44G2X7GW2 · pith_short_8: EWBELDJ4

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/EWBELDJ44G2X7GW27VCANFFHCN \
  | 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: 2582458d3ce1b57f9adafd440694a7137988942a17d49d2ce82e21d77b28a161

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b906fd6b1fb40779b6e40de1ec96129a671726a43f692ad897cdc98974e0c457",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-06T00:23:55Z",
    "title_canon_sha256": "8c4f378dff1257f12f037bed95e330ccfdcdaab42aac30ab718fe6ef42e1ff55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.03572",
    "kind": "arxiv",
    "version": 1
  }
}