Pith Number

pith:QIOY5G74

pith:2024:QIOY5G74JGQQRB6IDFUPBVTGLD

not attested not anchored not stored refs pending

MA2GCN: Multi Adjacency relationship Attention Graph Convolutional Networks for Traffic Prediction using Trajectory data

Yuliang Ma, Zhengke Sun

arxiv:2401.08727 v2 · 2024-01-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QIOY5G74JGQQRB6IDFUPBVTGLD}

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	2026-07-05T07:34:55.630208Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

821d8e9bfc49a10887c81968f0d66658f0ad33c30569b4e16452e33cac7835a3

Aliases

arxiv: 2401.08727 · arxiv_version: 2401.08727v2 · doi: 10.48550/arxiv.2401.08727 · pith_short_12: QIOY5G74JGQQ · pith_short_16: QIOY5G74JGQQRB6I · pith_short_8: QIOY5G74

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/QIOY5G74JGQQRB6IDFUPBVTGLD \
  | 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: 821d8e9bfc49a10887c81968f0d66658f0ad33c30569b4e16452e33cac7835a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a85fc3013c329f877250aeadfa39065e2ebc4c5dc29dcb6acfccd7af68cedaff",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-16T14:22:44Z",
    "title_canon_sha256": "4236bfe498debf675c378175c98e94239adc5751246a258a2668b3b4183689e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08727",
    "kind": "arxiv",
    "version": 2
  }
}