Pith Number

pith:GYAR3JLU

pith:2025:GYAR3JLU37DY7DDTA5WW42BUJZ

not attested not anchored not stored refs pending

Bedrock Models in Communication and Sensing: Advancing Generalization, Transferability, and Performance

Cheng Luo, Jie Hu, Kun Yang, Luping Xiang

arxiv:2503.08220 v1 · 2025-03-11 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GYAR3JLU37DY7DDTA5WW42BUJZ}

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

2 papers in Pith

Curriculum-Guided Heterogeneous Multi-Agent Intelligence for Multi-UAV Cooperative ISAC

Receipt and verification

First computed	2026-07-05T10:28:54.139970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36011da574dfc78f8c73076d6e68344e493e38bc07034342150e2557a2bf57d6

Aliases

arxiv: 2503.08220 · arxiv_version: 2503.08220v1 · doi: 10.48550/arxiv.2503.08220 · pith_short_12: GYAR3JLU37DY · pith_short_16: GYAR3JLU37DY7DDT · pith_short_8: GYAR3JLU

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/GYAR3JLU37DY7DDTA5WW42BUJZ \
  | 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: 36011da574dfc78f8c73076d6e68344e493e38bc07034342150e2557a2bf57d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5c927a42ab5df76fa611c47abc567d1b9dc5ff1eecac7f45834f4495f0030dc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-03-11T09:40:28Z",
    "title_canon_sha256": "125205259c2c1a900d4a7eae6aa0984572da6ef714d780926b5fbe7c70ef4d75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08220",
    "kind": "arxiv",
    "version": 1
  }
}