Pith Number

pith:MOD5UQB3

pith:2024:MOD5UQB3BQAZ2SNCPX2EA3OH3W

not attested not anchored not stored refs pending

NUMOSIM: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks

Chenchen Kuai, Chris Stanford, Emmanuel Tung, Jiaqi Ma, Khurram Shafique, Lingyi Zhao, Qinhua Jiang, Suman Adari, Xishun Liao, Yinlong Qian, Yueshuai He, Zeeshan Rasheed, Zihao Zhou

arxiv:2409.03024 v2 · 2024-09-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MOD5UQB3BQAZ2SNCPX2EA3OH3W}

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

Mobility Anomaly Generation using LLM-Driven Behavior with Kinematic Constraints

Receipt and verification

First computed	2026-07-05T09:03:56.314821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6387da403b0c019d49a27df4406dc7ddba3c67cb3bcd4347926a036e57c41cbb

Aliases

arxiv: 2409.03024 · arxiv_version: 2409.03024v2 · doi: 10.48550/arxiv.2409.03024 · pith_short_12: MOD5UQB3BQAZ · pith_short_16: MOD5UQB3BQAZ2SNC · pith_short_8: MOD5UQB3

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/MOD5UQB3BQAZ2SNCPX2EA3OH3W \
  | 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: 6387da403b0c019d49a27df4406dc7ddba3c67cb3bcd4347926a036e57c41cbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6203539dbb28ae80c2a1de50d96dddfe3f8079542fb71217d9baf9246858b66f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-04T18:31:24Z",
    "title_canon_sha256": "26a108a1287b683a04a21be279d1be169e3e3b58fd895e9ebd094e41ab44cf97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03024",
    "kind": "arxiv",
    "version": 2
  }
}