Pith Number

pith:BOVCQJYY

pith:2026:BOVCQJYY7D7UUNPUDUXH66V3HM

not attested not anchored not stored refs pending

Reviving Error Correction in Modern Deep Time-Series Forecasting

Dai Do, Dung Nguyen, Hung Le, Huu Hiep Nguyen, Kien Do, Minh Hoang Nguyen

arxiv:2605.21088 v1 · 2026-05-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BOVCQJYY7D7UUNPUDUXH66V3HM}

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	2026-05-21T01:05:36.422458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0baa282718f8ff4a35f41d2e7f7abb3b242dd866280c9cb5e58477e6dcebf091

Aliases

arxiv: 2605.21088 · arxiv_version: 2605.21088v1 · doi: 10.48550/arxiv.2605.21088 · pith_short_12: BOVCQJYY7D7U · pith_short_16: BOVCQJYY7D7UUNPU · pith_short_8: BOVCQJYY

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/BOVCQJYY7D7UUNPUDUXH66V3HM \
  | 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: 0baa282718f8ff4a35f41d2e7f7abb3b242dd866280c9cb5e58477e6dcebf091

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "243e2f8617986c775d9e12a0854f28ef89381e9cdc4d2f72f00919f013d8e9fb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-20T12:22:18Z",
    "title_canon_sha256": "ad18c45288ba28b0f896df07ff7e6d5114cd8649389d837d521000d53e1c6abe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21088",
    "kind": "arxiv",
    "version": 1
  }
}