Pith Number

pith:3EG7EJT3

pith:2025:3EG7EJT33XME2HL6VGN2PFY2PN

not attested not anchored not stored refs pending

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition

Anish Gupta, An La, Anshul Vemulapalli, Franck Dernoncourt, Hongjie Chen, Mayank Bumb, Nesreen K. Ahmed, Ryan A. Rossi, Sri Harsha Vardhan Prasad Jella, Yu Wang

arxiv:2506.12953 v1 · 2025-06-15 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3EG7EJT33XME2HL6VGN2PFY2PN}

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	2026-07-05T11:22:02.883210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d90df2267bddd84d1d7ea99ba7971a7b5f95162f2c997574c6fdf98f21bddcec

Aliases

arxiv: 2506.12953 · arxiv_version: 2506.12953v1 · doi: 10.48550/arxiv.2506.12953 · pith_short_12: 3EG7EJT33XME · pith_short_16: 3EG7EJT33XME2HL6 · pith_short_8: 3EG7EJT3

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/3EG7EJT33XME2HL6VGN2PFY2PN \
  | 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: d90df2267bddd84d1d7ea99ba7971a7b5f95162f2c997574c6fdf98f21bddcec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0d1f8a8bd6d918e13e454efc10c9ffe8f57c25855b6e2218e7f90e54a51da2b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-15T19:42:58Z",
    "title_canon_sha256": "41118846186f505aee320994b1823d01abdf0388376589b462e4715451bece46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12953",
    "kind": "arxiv",
    "version": 1
  }
}