Pith Number

pith:MDTEQQ3M

pith:2024:MDTEQQ3M4IERDYI4UBIU43Q7VO

not attested not anchored not stored refs pending

Learning Graph Structures and Uncertainty for Accurate and Calibrated Time-series Forecasting

Alexander Rodriguez, B Aditya Prakash, Chao Zhang, Harshavardhan Kamarthi, Lingkai Kong

arxiv:2407.02641 v1 · 2024-07-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MDTEQQ3M4IERDYI4UBIU43Q7VO}

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

2 papers in Pith

Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

Receipt and verification

First computed	2026-07-05T08:39:39.424917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60e648436ce20911e11ca0514e6e1fab8665a43a8cd08978f0c590a91285dc08

Aliases

arxiv: 2407.02641 · arxiv_version: 2407.02641v1 · doi: 10.48550/arxiv.2407.02641 · pith_short_12: MDTEQQ3M4IER · pith_short_16: MDTEQQ3M4IERDYI4 · pith_short_8: MDTEQQ3M

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/MDTEQQ3M4IERDYI4UBIU43Q7VO \
  | 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: 60e648436ce20911e11ca0514e6e1fab8665a43a8cd08978f0c590a91285dc08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "281cc321ede00dbfff2cb6e803e6ef3fbfaf26e9f4c2b11b57e31946b86249a9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-02T20:14:32Z",
    "title_canon_sha256": "70e07b6250dcb188bffa0243331bf473b9b2b574c5e0a9ddd75af317bccd8448"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02641",
    "kind": "arxiv",
    "version": 1
  }
}