Pith Number

pith:Z63SRBWM

pith:2025:Z63SRBWMN3PFGJXGFN756T5SXJ

not attested not anchored not stored refs pending

Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN)

Maryam Hafeez, Sarat Ahmad, Syed Ali Raza Zaidi, Zeinab Nezami

arxiv:2507.03608 v2 · 2025-07-04 · cs.AI · cs.DC · cs.ET · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z63SRBWMN3PFGJXGFN756T5SXJ}

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	2026-07-05T11:56:21.069295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfb72886cc6ede5326e62b7fdf4fb2ba541d8390eddb4278c89c210ff1820c68

Aliases

arxiv: 2507.03608 · arxiv_version: 2507.03608v2 · doi: 10.48550/arxiv.2507.03608 · pith_short_12: Z63SRBWMN3PF · pith_short_16: Z63SRBWMN3PFGJXG · pith_short_8: Z63SRBWM

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/Z63SRBWMN3PFGJXGFN756T5SXJ \
  | 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: cfb72886cc6ede5326e62b7fdf4fb2ba541d8390eddb4278c89c210ff1820c68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acd4c758e24ceed8f5dc995a28ecd6c84deae84d1a918b7b0d09649f8ce937eb",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.ET",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-04T14:31:30Z",
    "title_canon_sha256": "142c3394134427961099e81bed2a9b860f54db2e644f663f8fdf72288fed4349"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03608",
    "kind": "arxiv",
    "version": 2
  }
}