Pith Number

pith:A5CH3JGE

pith:2020:A5CH3JGE3RLGIOSN7MKXYODMCV

not attested not anchored not stored refs pending

The RFML Ecosystem: A Look at the Unique Challenges of Applying Deep Learning to Radio Frequency Applications

Alan J. Michaels, Bryse Flowers, Lauren J. Wong, R. Michael Buehrer, William C. Headley, William H. Clark IV

arxiv:2010.00432 v1 · 2020-10-01 · 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{A5CH3JGE3RLGIOSN7MKXYODMCV}

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

LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews

Receipt and verification

First computed	2026-07-05T01:39:33.284478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07447da4c4dc56643a4dfb157c386c157a4d220ac12569b3e15d9de467741eca

Aliases

arxiv: 2010.00432 · arxiv_version: 2010.00432v1 · doi: 10.48550/arxiv.2010.00432 · pith_short_12: A5CH3JGE3RLG · pith_short_16: A5CH3JGE3RLGIOSN · pith_short_8: A5CH3JGE

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/A5CH3JGE3RLGIOSN7MKXYODMCV \
  | 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: 07447da4c4dc56643a4dfb157c386c157a4d220ac12569b3e15d9de467741eca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cf8a4eba2428f96ac3fb6e0642695b738e760115aafc5113260388633abc814",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-10-01T14:27:28Z",
    "title_canon_sha256": "71b9b6a3958ce34bb30badaaf6da62f482728efc3bd1222f12523bc99d0508a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.00432",
    "kind": "arxiv",
    "version": 1
  }
}