Pith Number

pith:RVAT7KH4

pith:2021:RVAT7KH4RIWB7I6M7FTHRSSPWR

not attested not anchored not stored refs pending

Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting

Hongkyu Lim, Hyeshin Chu, Hyunwook Lee, Seungmin Jin, Sungahn Ko

arxiv:2110.10380 v2 · 2021-10-20 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RVAT7KH4RIWB7I6M7FTHRSSPWR}

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	2026-07-05T04:02:40.054380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d413fa8fc8a2c1fa3ccf96678ca4fb45c83d5f28b11933b883f63f34064f7bd

Aliases

arxiv: 2110.10380 · arxiv_version: 2110.10380v2 · doi: 10.48550/arxiv.2110.10380 · pith_short_12: RVAT7KH4RIWB · pith_short_16: RVAT7KH4RIWB7I6M · pith_short_8: RVAT7KH4

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/RVAT7KH4RIWB7I6M7FTHRSSPWR \
  | 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: 8d413fa8fc8a2c1fa3ccf96678ca4fb45c83d5f28b11933b883f63f34064f7bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "730735ec044abeb6166e6cc7039f82954699cdfd275e9b5d5c83b30c5d4cdea4",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-20T05:24:21Z",
    "title_canon_sha256": "f62370616a04dba93f16cdae58575c6748a32e880629c7af643e2a719f34464e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.10380",
    "kind": "arxiv",
    "version": 2
  }
}