Pith Number

pith:UQVNMFKI

pith:2023:UQVNMFKI3KGOYEKXLPTF2CTQSJ

not attested not anchored not stored refs pending

Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning

Christopher S. Lieber, Jueming Hu, Nancy J. Cooke, Yongming Liu, Yutian Pang

arxiv:2307.10559 v2 · 2023-07-20 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQVNMFKI3KGOYEKXLPTF2CTQSJ}

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	2026-07-05T06:33:34.209632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a42ad61548da8cec11575be65d0a70924bc3957d2ffb88c8fe960d7d00714bf1

Aliases

arxiv: 2307.10559 · arxiv_version: 2307.10559v2 · doi: 10.48550/arxiv.2307.10559 · pith_short_12: UQVNMFKI3KGO · pith_short_16: UQVNMFKI3KGOYEKX · pith_short_8: UQVNMFKI

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/UQVNMFKI3KGOYEKXLPTF2CTQSJ \
  | 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: a42ad61548da8cec11575be65d0a70924bc3957d2ffb88c8fe960d7d00714bf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc211095d609daf6b054a3fe4b50b8dde66b7f1f5c643c878ae064d41e4a7dfa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-20T03:54:47Z",
    "title_canon_sha256": "2862bd9dfabb389952a50b3d9c16fa2941508121faf3ae2ca5daacf2aecd65d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10559",
    "kind": "arxiv",
    "version": 2
  }
}