Pith Number

pith:R2D7D33P

pith:2024:R2D7D33PPZR6ILZFLRYIQSD37Z

not attested not anchored not stored refs pending

Confidence-Aware Deep Learning for Load Plan Adjustments in the Parcel Service Industry

Amira Hijazi, Pascal Van Hentenryck, Reza Zandehshahvar, Thomas Bruys

arxiv:2411.17502 v1 · 2024-11-26 · 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{R2D7D33PPZR6ILZFLRYIQSD37Z}

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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.

Cited by

1 paper in Pith

Conformal Predictive Distributions for Order Fulfillment Time Forecasting

Receipt and verification

First computed	2026-07-05T09:40:48.102619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e87f1ef6f7e63e42f255c7088487bfe6158623ade47bdae15c19eb7b0206399

Aliases

arxiv: 2411.17502 · arxiv_version: 2411.17502v1 · doi: 10.48550/arxiv.2411.17502 · pith_short_12: R2D7D33PPZR6 · pith_short_16: R2D7D33PPZR6ILZF · pith_short_8: R2D7D33P

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/R2D7D33PPZR6ILZFLRYIQSD37Z \
  | 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: 8e87f1ef6f7e63e42f255c7088487bfe6158623ade47bdae15c19eb7b0206399

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ac1375cf7b092819c276c18cab90c7170d87e3f3b949b20c7cc74da9bb6e9d5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T15:13:13Z",
    "title_canon_sha256": "42e4b165d26a9b4de69e1651d67bb5222c93f1d0ec10e38e0d461960f75841d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17502",
    "kind": "arxiv",
    "version": 1
  }
}