Pith Number

pith:U3C56EKZ

pith:2024:U3C56EKZAIXL23HRJ3Z4PZOOA4

not attested not anchored not stored refs pending

EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection

Borui Zhang, Chaojie Li, Guo Chen, Huadong Mo, Renyou Xie, Zhaoyang Dong, Zhongyang Wang, Zihang Qiu

arxiv:2411.00852 v2 · 2024-10-30 · 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{U3C56EKZAIXL23HRJ3Z4PZOOA4}

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

1 paper in Pith

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications

Receipt and verification

First computed	2026-07-05T09:53:45.485701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6c5df1159022ebd6cf14ef3c7e5ce07384d58dd45952b203bf35d111733275f

Aliases

arxiv: 2411.00852 · arxiv_version: 2411.00852v2 · doi: 10.48550/arxiv.2411.00852 · pith_short_12: U3C56EKZAIXL · pith_short_16: U3C56EKZAIXL23HR · pith_short_8: U3C56EKZ

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/U3C56EKZAIXL23HRJ3Z4PZOOA4 \
  | 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: a6c5df1159022ebd6cf14ef3c7e5ce07384d58dd45952b203bf35d111733275f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9eaaca0399f391b804d3ceee67c62e0886c05c1a3b077477157a93c6c1f45425",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T11:22:37Z",
    "title_canon_sha256": "ef27300cc23953832ce67da63e45416058e32818017a77c883cb6661cf761923"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00852",
    "kind": "arxiv",
    "version": 2
  }
}