Pith Number

pith:VIMQS3BA

pith:2025:VIMQS3BABFJB5GJYH7Y7M7ASBW

not attested not anchored not stored refs pending

ORANSight-2.0: Foundational LLMs for O-RAN

Pranshav Gajjar, Vijay K. Shah

arxiv:2503.05200 v2 · 2025-03-07 · cs.CL · cs.AI · cs.LG · 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{VIMQS3BABFJB5GJYH7Y7M7ASBW}

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

AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components

Receipt and verification

First computed	2026-07-05T11:41:39.922192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa19096c2009521e99383ff1f67c120d8f6b3d8377696856c0790163179018d9

Aliases

arxiv: 2503.05200 · arxiv_version: 2503.05200v2 · doi: 10.48550/arxiv.2503.05200 · pith_short_12: VIMQS3BABFJB · pith_short_16: VIMQS3BABFJB5GJY · pith_short_8: VIMQS3BA

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/VIMQS3BABFJB5GJYH7Y7M7ASBW \
  | 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: aa19096c2009521e99383ff1f67c120d8f6b3d8377696856c0790163179018d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "735ec182c31f37b698c587ddcc8a58e14021eeecd4a18628899734972978f6b9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-07T07:44:31Z",
    "title_canon_sha256": "c86e954222c5665b0091d6c31ac3afd7ce53ca5d338103d2af8b75eeeae7dfe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05200",
    "kind": "arxiv",
    "version": 2
  }
}