Pith Number

pith:MQ7KIICW

pith:2023:MQ7KIICW3PEYF6QE5XRVBBM5UD

not attested not anchored not stored refs pending

DG-Trans: Dual-level Graph Transformer for Spatiotemporal Incident Impact Prediction on Traffic Networks

Chang-Tien Lu, Kaiqun Fu, Yanshen Sun

arxiv:2303.12238 v1 · 2023-03-21 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MQ7KIICW3PEYF6QE5XRVBBM5UD}

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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

Application and Evaluation of Large Language Models for Forecasting the Impact of Traffic Incidents

Receipt and verification

First computed	2026-07-05T05:53:38.848884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

643ea42056dbc982fa04ede350859da0ec49812b503aa8123da0c884d5d8cc9b

Aliases

arxiv: 2303.12238 · arxiv_version: 2303.12238v1 · doi: 10.48550/arxiv.2303.12238 · pith_short_12: MQ7KIICW3PEY · pith_short_16: MQ7KIICW3PEYF6QE · pith_short_8: MQ7KIICW

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/MQ7KIICW3PEYF6QE5XRVBBM5UD \
  | 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: 643ea42056dbc982fa04ede350859da0ec49812b503aa8123da0c884d5d8cc9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5223837f37db08e2b8d4604c228370470faf1b63df28c3b4b9567b687844c09",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-21T23:44:09Z",
    "title_canon_sha256": "eeb6724fd7b8f63a36c25162a70112694dfb886f79c59645730b7a594c63a444"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.12238",
    "kind": "arxiv",
    "version": 1
  }
}