Pith Number

pith:EYLIF727

pith:2021:EYLIF727FJPVDWTQCDQOYN4GDH

not attested not anchored not stored refs pending

Transformer Embeddings of Irregularly Spaced Events and Their Participants

Chenghao Yang, Hongyuan Mei, Jason Eisner

arxiv:2201.00044 v3 · 2021-12-31 · cs.LG · cs.AI · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EYLIF727FJPVDWTQCDQOYN4GDH}

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.

Cited by

3 papers in Pith

SurF: A Generative Model for Multivariate Irregular Time Series Forecasting

Deep Kernel Learning for Stratifying Glaucoma Trajectories

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols

Receipt and verification

First computed	2026-07-05T04:20:44.193600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

261682ff5f2a5f51da7010e0ec378619e63fad41d7993f4d0466dd7f4d06edf5

Aliases

arxiv: 2201.00044 · arxiv_version: 2201.00044v3 · doi: 10.48550/arxiv.2201.00044 · pith_short_12: EYLIF727FJPV · pith_short_16: EYLIF727FJPVDWTQ · pith_short_8: EYLIF727

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/EYLIF727FJPVDWTQCDQOYN4GDH \
  | 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: 261682ff5f2a5f51da7010e0ec378619e63fad41d7993f4d0466dd7f4d06edf5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ef1e1eee65e55ea15dc7d41f633ff340a0f3c355b107ebcb351a8231b44b86a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-31T20:00:29Z",
    "title_canon_sha256": "87b7301207c4f28bfeb0c9e009f87768d72072b7807459fec7cf2a354c49a1ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.00044",
    "kind": "arxiv",
    "version": 3
  }
}