Pith Number

pith:RMPFCIGV

pith:2025:RMPFCIGVGPWLTBAIC4CSSCXAUX

not attested not anchored not stored refs pending

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems

Ahmad Mohammadshirazi, Pinaki Prasad Guha Neogi, Rajiv Ramnath

arxiv:2507.08235 v1 · 2025-07-11 · 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{RMPFCIGVGPWLTBAIC4CSSCXAUX}

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	2026-07-05T11:35:19.757178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b1e5120d533ecb984081705290ae0a5dc8666c56d70405e87635687c2b4e88c

Aliases

arxiv: 2507.08235 · arxiv_version: 2507.08235v1 · doi: 10.48550/arxiv.2507.08235 · pith_short_12: RMPFCIGVGPWL · pith_short_16: RMPFCIGVGPWLTBAI · pith_short_8: RMPFCIGV

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/RMPFCIGVGPWLTBAIC4CSSCXAUX \
  | 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: 8b1e5120d533ecb984081705290ae0a5dc8666c56d70405e87635687c2b4e88c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d54539083ad08a8ac4aace3b2dd25811733e7b13e762719d1d17bafab28e96f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T00:45:16Z",
    "title_canon_sha256": "abb1ad01e5535480e79866a58bf90570354b8313d5faa1fffa365851dc23893a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08235",
    "kind": "arxiv",
    "version": 1
  }
}