Pith. sign in
Pith Number

pith:AUUDB6D2

pith:2021:AUUDB6D22UOHOBWC46S2NS6IJU
not attested not anchored not stored refs pending

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction

Artem Polyvyanyy, Irene Teinemaa, Marcello La Rosa, Marlon Dumas, Zahra Dasht Bozorgi

arxiv:2105.07111 v2 · 2021-05-15 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AUUDB6D22UOHOBWC46S2NS6IJU}

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 2026-07-05T03:14:34.654909Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

052830f87ad51c7706c2e7a5a6cbc84d3630a44574174ea44ef37a65c2d54cf3

Aliases

arxiv: 2105.07111 · arxiv_version: 2105.07111v2 · doi: 10.48550/arxiv.2105.07111 · pith_short_12: AUUDB6D22UOH · pith_short_16: AUUDB6D22UOHOBWC · pith_short_8: AUUDB6D2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AUUDB6D22UOHOBWC46S2NS6IJU \
  | 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: 052830f87ad51c7706c2e7a5a6cbc84d3630a44574174ea44ef37a65c2d54cf3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bc4e2a8a8d9c4340bbaee68ed4481b6f5a01b295b5886b0002cd842c4caf9523",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-15T01:19:04Z",
    "title_canon_sha256": "f6b5e1fa56bd0fa65f68f8afae5cd436a0637f8d4ec4a1cacdfaca8b3984472f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.07111",
    "kind": "arxiv",
    "version": 2
  }
}