Pith Number

pith:QGTWCYUK

pith:2024:QGTWCYUK5RNXI5AYXJ5446SQVE

not attested not anchored not stored refs pending

Using Large Language Models for the Interpretation of Building Regulations

Johannes Dimyadi, Michael Witbrock, Robert Amor, Stefan Fuchs

arxiv:2407.21060 v1 · 2024-07-26 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QGTWCYUK5RNXI5AYXJ5446SQVE}

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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

4 papers in Pith

A Zero-Shot Multi-Agent Framework for Human-Building Interaction via Programmatic Reasoning

Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements

Reinforcement learning to improve large language model-based automated code compliance systems

Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements

Receipt and verification

First computed	2026-07-05T08:50:33.418434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81a761628aec5b747418ba7bce7a50a9387d3dcdb596088db0ce311c25c3314a

Aliases

arxiv: 2407.21060 · arxiv_version: 2407.21060v1 · doi: 10.48550/arxiv.2407.21060 · pith_short_12: QGTWCYUK5RNX · pith_short_16: QGTWCYUK5RNXI5AY · pith_short_8: QGTWCYUK

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/QGTWCYUK5RNXI5AYXJ5446SQVE \
  | 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: 81a761628aec5b747418ba7bce7a50a9387d3dcdb596088db0ce311c25c3314a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "967cf2f5fff2c1629c9f22b16c14f650bc1460d57d95af615fa674e1601f4538",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-26T08:30:47Z",
    "title_canon_sha256": "3984c95c395a10d25c9d43afaea1ed5f5cbdcecff2862aacba5741126c8cb694"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21060",
    "kind": "arxiv",
    "version": 1
  }
}