Pith Number

pith:KKICRXQH

pith:2023:KKICRXQHQD7U7VOIY5LPCQBQBX

not attested not anchored not stored refs pending

Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series

Ahmed Allam, Amina Mollaysa, Manuel Sch\"urch, Michael Krauthammer, Xiaochen Zheng, Xingyu Chen

arxiv:2311.07744 v2 · 2023-11-13 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KKICRXQHQD7U7VOIY5LPCQBQBX}

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	2026-07-05T08:11:55.496050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

529028de0780ff4fd5c8c756f140300dc6d651b93fb43cb1e7dc270011ca6df6

Aliases

arxiv: 2311.07744 · arxiv_version: 2311.07744v2 · doi: 10.48550/arxiv.2311.07744 · pith_short_12: KKICRXQHQD7U · pith_short_16: KKICRXQHQD7U7VOI · pith_short_8: KKICRXQH

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/KKICRXQHQD7U7VOIY5LPCQBQBX \
  | 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: 529028de0780ff4fd5c8c756f140300dc6d651b93fb43cb1e7dc270011ca6df6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fee776ac8570e425db8b5a90f301aa491c014ee259e98f7fa25fab3c7370dd7",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-13T20:54:52Z",
    "title_canon_sha256": "a14a7c6bd55f19b041e0f53a2326b54223761a7d667000dbb8986c590736b657"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07744",
    "kind": "arxiv",
    "version": 2
  }
}