Pith Number

pith:XL4OMFOO

pith:2023:XL4OMFOORGUPPK5IZELXOJQLJP

not attested not anchored not stored refs pending

DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge

Hangyu Mao, Haoyuan Jiang, Jiaming Lu, Jingqing Ruan, Rui Zhao, Ziyue Li

arxiv:2312.14532 v1 · 2023-12-22 · cs.MA · 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{XL4OMFOORGUPPK5IZELXOJQLJP}

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	2026-07-05T07:27:16.651292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

baf8e615ce89a8f7aba8c91777260b4bd5f992a60df17e7192f7393febdc36cc

Aliases

arxiv: 2312.14532 · arxiv_version: 2312.14532v1 · doi: 10.48550/arxiv.2312.14532 · pith_short_12: XL4OMFOORGUP · pith_short_16: XL4OMFOORGUPPK5I · pith_short_8: XL4OMFOO

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/XL4OMFOORGUPPK5IZELXOJQLJP \
  | 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: baf8e615ce89a8f7aba8c91777260b4bd5f992a60df17e7192f7393febdc36cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2813ce3975d077a0dfac1f10cb5c7bda7eac88b49846cf00b0b0aaa80dce1546",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2023-12-22T08:57:43Z",
    "title_canon_sha256": "69433eb12467289eca2d3d97bfb6ba1f6d0719f6080ae3e5e7f5bcc7d384b961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14532",
    "kind": "arxiv",
    "version": 1
  }
}