Pith Number

pith:RTOMJYNP

pith:2024:RTOMJYNPE4OLML7KXC5QYBUZUX

not attested not anchored not stored refs pending

TransferLight: Zero-Shot Traffic Signal Control on any Road-Network

Frank Dreyer, Johann Schmidt, Sayed Abid Hashimi, Sebastian Stober

arxiv:2412.09719 v2 · 2024-12-12 · cs.AI · 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{RTOMJYNPE4OLML7KXC5QYBUZUX}

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	2026-07-05T09:53:29.085627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cdcc4e1af271cb62feab8bb0c0699a5c15530b3b7fc40aeb65002c634472e23

Aliases

arxiv: 2412.09719 · arxiv_version: 2412.09719v2 · doi: 10.48550/arxiv.2412.09719 · pith_short_12: RTOMJYNPE4OL · pith_short_16: RTOMJYNPE4OLML7K · pith_short_8: RTOMJYNP

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/RTOMJYNPE4OLML7KXC5QYBUZUX \
  | 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: 8cdcc4e1af271cb62feab8bb0c0699a5c15530b3b7fc40aeb65002c634472e23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34922f2e42bfc3c1df848440c868ed2e67e12d7d7a6ded6410d6bf1b520a2077",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-12T20:52:12Z",
    "title_canon_sha256": "81f3ef46ef70bc27a7c0b186e893d71ef8e5c75d76b9b516ff9ab157bbc78df5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09719",
    "kind": "arxiv",
    "version": 2
  }
}