Pith. sign in
Pith Number

pith:3K4GSFYB

pith:2019:3K4GSFYBQMKOAVIXGB5QHRNLMI
not attested not anchored not stored refs pending

Analyzing Collective Motion with Machine Learning and Topology

Angelika Manhart, Chad M. Topaz, Dhananjay Bhaskar, Jesse Milzman, John T. Nardini, Kathleen Storey, Lori Ziegelmeier

arxiv:1908.09081 v2 · 2019-08-24 · math.AT · nlin.PS · physics.bio-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3K4GSFYBQMKOAVIXGB5QHRNLMI}

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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 2026-07-05T00:38:03.810507Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dab86917018314e05517307b03c5ab62094fd7328db847857770be97908e7487

Aliases

arxiv: 1908.09081 · arxiv_version: 1908.09081v2 · doi: 10.48550/arxiv.1908.09081 · pith_short_12: 3K4GSFYBQMKO · pith_short_16: 3K4GSFYBQMKOAVIX · pith_short_8: 3K4GSFYB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3K4GSFYBQMKOAVIXGB5QHRNLMI \
  | 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: dab86917018314e05517307b03c5ab62094fd7328db847857770be97908e7487
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9823d0e106237515d1f4b6fce3373a5f20ae5bf3d75ad853db42dfaada1f0773",
    "cross_cats_sorted": [
      "nlin.PS",
      "physics.bio-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.AT",
    "submitted_at": "2019-08-24T03:18:30Z",
    "title_canon_sha256": "9f83e9724d9f5e180734d1f2700cf243431a7e8516b2cfba169256ca1ae370f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.09081",
    "kind": "arxiv",
    "version": 2
  }
}