Pith Number

pith:H5OKPFXE

pith:2025:H5OKPFXEYYRYEPXY6BS32IIMKJ

not attested not anchored not stored refs pending

Domain-Specific Fine-Tuning and Prompt-Based Learning: A Comparative Study for developing Natural Language-Based BIM Information Retrieval Systems

Botao Zhong, Hanbin Luo, Han Gao, Kai Lia, Timo Hartmann

arxiv:2508.05676 v1 · 2025-08-05 · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H5OKPFXEYYRYEPXY6BS32IIMKJ}

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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

BIM Information Extraction Through LLM-based Adaptive Exploration

Receipt and verification

First computed	2026-07-05T11:50:41.366014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f5ca796e4c623823ef8f065bd210c5275886cda8c7c0efb3b8f3870c92f9342

Aliases

arxiv: 2508.05676 · arxiv_version: 2508.05676v1 · doi: 10.48550/arxiv.2508.05676 · pith_short_12: H5OKPFXEYYRY · pith_short_16: H5OKPFXEYYRYEPXY · pith_short_8: H5OKPFXE

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/H5OKPFXEYYRYEPXY6BS32IIMKJ \
  | 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: 3f5ca796e4c623823ef8f065bd210c5275886cda8c7c0efb3b8f3870c92f9342

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4ca72030d9dd724992657104b8e9e569024b69e5712513d297439f6ba556ecd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-05T08:51:51Z",
    "title_canon_sha256": "a7a6160d96fb126e24505283fddc71561d9507f6aef48e8cf71be17cb90cb76b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05676",
    "kind": "arxiv",
    "version": 1
  }
}