pith. sign in
Pith Number

pith:VVY6U7T2

pith:2026:VVY6U7T2PARPIC4N6EHDUUWBBK
not attested not anchored not stored refs pending

When Mobile Crowdsourcing Meets Queueing Systems: Human-in-the-Loop Learning

Hongbo Li, Lingjie Duan, Ness B. Shroff

arxiv:2606.18392 v1 · 2026-06-16 · cs.GT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VVY6U7T2PARPIC4N6EHDUUWBBK}

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 2026-06-19T16:11:00.125019Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ad71ea7e7a7822f40b8df10e3a52c10a9a8353b8f515ff0ec05ed5b587a76919

Aliases

arxiv: 2606.18392 · arxiv_version: 2606.18392v1 · doi: 10.48550/arxiv.2606.18392 · pith_short_12: VVY6U7T2PARP · pith_short_16: VVY6U7T2PARPIC4N · pith_short_8: VVY6U7T2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VVY6U7T2PARPIC4N6EHDUUWBBK \
  | 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: ad71ea7e7a7822f40b8df10e3a52c10a9a8353b8f515ff0ec05ed5b587a76919
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a85a4dff088eb8fa3218c047f0a32c14187befaae7b4918e8dffd6804e80d42b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2026-06-16T18:35:53Z",
    "title_canon_sha256": "25393b5c8a88ee21bbf1790e932ae0758b6be1118c40267b5385d9390aac52a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18392",
    "kind": "arxiv",
    "version": 1
  }
}