Pith Number

pith:EPUE7CIF

pith:2026:EPUE7CIFLDO3RIY66NYMUXQXPT

not attested not anchored not stored refs pending

TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability

Dara Ron, Een Kee Hong, Geon Kim, Pranshav Gajjar, Sukhdeep Singh, Suyog Moogi, Vijay K. Shah, V V N K Someswara Rao Koduri

arxiv:2606.19821 v1 · 2026-06-18 · cs.AI · 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{EPUE7CIFLDO3RIY66NYMUXQXPT}

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	2026-06-19T16:12:36.208774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23e84f890558ddb8a31ef370ca5e177cf26723652d46f0c5b52e16b84f4851d0

Aliases

arxiv: 2606.19821 · arxiv_version: 2606.19821v1 · doi: 10.48550/arxiv.2606.19821 · pith_short_12: EPUE7CIFLDO3 · pith_short_16: EPUE7CIFLDO3RIY6 · pith_short_8: EPUE7CIF

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/EPUE7CIFLDO3RIY66NYMUXQXPT \
  | 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: 23e84f890558ddb8a31ef370ca5e177cf26723652d46f0c5b52e16b84f4851d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dd5fd30684e45650534195041df40dc1e2b54e286bea84b4bbfbd2f43ba132b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-18T05:55:29Z",
    "title_canon_sha256": "a3184619164e80df0644a89cda7390380de435e2e544b71495a52beca242d108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19821",
    "kind": "arxiv",
    "version": 1
  }
}