Pith Number

pith:UMMZOLMG

pith:2020:UMMZOLMGBEGHN6AQHLMWSPMXTA

not attested not anchored not stored refs pending

FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting

Arezou Amini, Boris N. Oreshkin, Lucy Coyle, Mark J. Coates

arxiv:2007.15531 v2 · 2020-07-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMMZOLMGBEGHN6AQHLMWSPMXTA}

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	2026-07-05T01:59:31.580992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a319972d86090c76f8103ad9693d97982c666e5dae12b84eb7c54a9b5114de33

Aliases

arxiv: 2007.15531 · arxiv_version: 2007.15531v2 · doi: 10.48550/arxiv.2007.15531 · pith_short_12: UMMZOLMGBEGH · pith_short_16: UMMZOLMGBEGHN6AQ · pith_short_8: UMMZOLMG

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/UMMZOLMGBEGHN6AQHLMWSPMXTA \
  | 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: a319972d86090c76f8103ad9693d97982c666e5dae12b84eb7c54a9b5114de33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1677dc3996af2cf8e28e8eaa410d27a94d0dbc4f7fdc96d8d2afa2387e64d7c9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-30T15:35:15Z",
    "title_canon_sha256": "3b0bb5250597c6f78196f4d5c8192d97b8db37495369f36388dcc84015bb8e6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.15531",
    "kind": "arxiv",
    "version": 2
  }
}