Pith Number

pith:KGQPO5CC

pith:2024:KGQPO5CCPSRWAILVWXUHCVXNXU

not attested not anchored not stored refs pending

Scaling Data-Driven Building Energy Modelling using Large Language Models

Liang Zhang, Sunil Khadka

arxiv:2407.03469 v1 · 2024-07-03 · cs.SE · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KGQPO5CCPSRWAILVWXUHCVXNXU}

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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 Models in the Data Science Lifecycle: A Systematic Mapping Study

Receipt and verification

First computed	2026-07-05T08:39:55.385258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51a0f774427ca3602175b5e87156edbd1689402a842b720b617fb619c4f53684

Aliases

arxiv: 2407.03469 · arxiv_version: 2407.03469v1 · doi: 10.48550/arxiv.2407.03469 · pith_short_12: KGQPO5CCPSRW · pith_short_16: KGQPO5CCPSRWAILV · pith_short_8: KGQPO5CC

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/KGQPO5CCPSRWAILVWXUHCVXNXU \
  | 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: 51a0f774427ca3602175b5e87156edbd1689402a842b720b617fb619c4f53684

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "462e397732df4d9fd860f361efdb2a99b3dc0d9dffa5799abc4e81dc1ab5d34f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-07-03T19:34:24Z",
    "title_canon_sha256": "e3015fcfc1715533385f600f3a319ae3f32e9a0b017d9c9269d54abf481071df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.03469",
    "kind": "arxiv",
    "version": 1
  }
}