Pith Number

pith:QEIVURB2

pith:2025:QEIVURB2XUEWOVRD3XS3XZ4YE7

not attested not anchored not stored refs pending

O-RAN Xapps Conflict Prediction Using Graph Convolutional Networks

Emmanuel Thepie Fapi, Jun Yan, Maryam Al Shami

arxiv:2503.03523 v3 · 2025-03-05 · cs.NI · 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{QEIVURB2XUEWOVRD3XS3XZ4YE7}

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.

Cited by

1 paper in Pith

ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps

Receipt and verification

First computed	2026-06-23T01:12:45.139909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81115a443abd09675623dde5bbe79827e1bd8001a64bb2e65789b14db8e14dc4

Aliases

arxiv: 2503.03523 · arxiv_version: 2503.03523v3 · doi: 10.48550/arxiv.2503.03523 · pith_short_12: QEIVURB2XUEW · pith_short_16: QEIVURB2XUEWOVRD · pith_short_8: QEIVURB2

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/QEIVURB2XUEWOVRD3XS3XZ4YE7 \
  | 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: 81115a443abd09675623dde5bbe79827e1bd8001a64bb2e65789b14db8e14dc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63b3fc149433fa4e5596da819ca762caaa3bb613183c0ad74fd03db1b9461b6e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-03-05T14:07:29Z",
    "title_canon_sha256": "6714a55d9c5eb56bf287465a06a517093f532592aaa7e5070c31534e7ac2862f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.03523",
    "kind": "arxiv",
    "version": 3
  }
}