Pith Number

pith:CLAUBWLK

pith:2026:CLAUBWLKY63SDAB5YJR3B7LLS3

not attested not anchored not stored refs pending

From Causal Discovery to Implementation: An Agentic AI Framework for E-Scooter Mobility Hub Planning Across 29 German Cities

Melanie Handrich, Meng Jin, Nicholas Hoeser, Simone Martinenz, Ziyue Li

arxiv:2606.25484 v1 · 2026-06-24 · cs.CY · econ.GN · q-fin.EC · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CLAUBWLKY63SDAB5YJR3B7LLS3}

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	2026-06-25T01:18:06.591115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12c140d96ac7b721803dc263b0fd6b96c007e89cb420d4e545cc117a09590315

Aliases

arxiv: 2606.25484 · arxiv_version: 2606.25484v1 · doi: 10.48550/arxiv.2606.25484 · pith_short_12: CLAUBWLKY63S · pith_short_16: CLAUBWLKY63SDAB5 · pith_short_8: CLAUBWLK

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/CLAUBWLKY63SDAB5YJR3B7LLS3 \
  | 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: 12c140d96ac7b721803dc263b0fd6b96c007e89cb420d4e545cc117a09590315

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d09cbb215e790d2ca816a1ad452ee9b20d2f7cf2e6930493ad8e5e7f269ea1d3",
    "cross_cats_sorted": [
      "econ.GN",
      "q-fin.EC",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-06-24T07:13:15Z",
    "title_canon_sha256": "95a91e4482f065cdca056ccfd3c12d6ff1de14d9d3097f6016f9dffa99caba42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25484",
    "kind": "arxiv",
    "version": 1
  }
}