Pith Number

pith:WKLD5PY5

pith:2024:WKLD5PY5XGD6IIEI2SZC4WKPPP

not attested not anchored not stored refs pending

Zero and Few Shot Load Forecasting with Large Language Models

Chengrui Zhang, Christian Rehtanz, Fernando Port\'e-Agel, Jiannong Fang, Mengshuo Jia, Wenlong Liao, Zhe Yang

arxiv:2411.11350 v2 · 2024-11-18 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WKLD5PY5XGD6IIEI2SZC4WKPPP}

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	2026-06-09T01:05:04.186710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2963ebf1db987e42088d4b22e594f7bde4ea87727e3b246daee42c5c65733d3

Aliases

arxiv: 2411.11350 · arxiv_version: 2411.11350v2 · doi: 10.48550/arxiv.2411.11350 · pith_short_12: WKLD5PY5XGD6 · pith_short_16: WKLD5PY5XGD6IIEI · pith_short_8: WKLD5PY5

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/WKLD5PY5XGD6IIEI2SZC4WKPPP \
  | 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: b2963ebf1db987e42088d4b22e594f7bde4ea87727e3b246daee42c5c65733d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aebc4feb705ddaa5eb040ddb16673f5d0d9b120a86b265298826f6865df2dd82",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T07:39:46Z",
    "title_canon_sha256": "1ea227d39a83e4f71ca3b618d9a0e2a3f8f8d44ff45cb6f1509d72b228ac12e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11350",
    "kind": "arxiv",
    "version": 2
  }
}