Pith Number

pith:NUMZMWIZ

pith:2025:NUMZMWIZWW3Z72YH7AVLDJZM5X

not attested not anchored not stored refs pending

Semi-on-Demand Transit Feeders with Shared Autonomous Vehicles and Reinforcement-Learning-Based Zonal Dispatching Control

Florian Dandl, Hani S. Mahmassani, Klaus Bogenberger, Max T.M. Ng, Roman Engelhardt

arxiv:2509.01883 v1 · 2025-09-02 · cs.LG · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUMZMWIZWW3Z72YH7AVLDJZM5X}

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	2026-07-05T12:03:10.443333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d19965919b5b79feb07f82ab1a72cedf17cb54c17af103eba22d9195015fb4e

Aliases

arxiv: 2509.01883 · arxiv_version: 2509.01883v1 · doi: 10.48550/arxiv.2509.01883 · pith_short_12: NUMZMWIZWW3Z · pith_short_16: NUMZMWIZWW3Z72YH · pith_short_8: NUMZMWIZ

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/NUMZMWIZWW3Z72YH7AVLDJZM5X \
  | 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: 6d19965919b5b79feb07f82ab1a72cedf17cb54c17af103eba22d9195015fb4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9392cb9038ac2c6cbac3d749eb2cfbcdd9a1862d18328c249bafc67f49f6af1",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-02T02:14:11Z",
    "title_canon_sha256": "341b2cfc2ad8ca49e8d3609bdf620893793dc093e7c697ea9288fc03f2ed4667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01883",
    "kind": "arxiv",
    "version": 1
  }
}