Pith Number

pith:GX5CFTOA

pith:2025:GX5CFTOABHT72M3F6C5Y57Z7EK

not attested not anchored not stored refs pending

On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation

Esben Hofstedt Norvin, Johannes Bjerva, Mike Zhang, Nathan M{\o}rkeberg Reece, Rune Birkmose

arxiv:2502.12923 v2 · 2025-02-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GX5CFTOABHT72M3F6C5Y57Z7EK}

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

SCENIC: Semantic-Conditioned Edge-Aware Neural Framework for Structured IoT Command Generation

Receipt and verification

First computed	2026-07-05T10:36:36.405085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35fa22cdc009e7fd3365f0bb8eff3f22b4b181ac553e7bcafa1bf99826350718

Aliases

arxiv: 2502.12923 · arxiv_version: 2502.12923v2 · doi: 10.48550/arxiv.2502.12923 · pith_short_12: GX5CFTOABHT7 · pith_short_16: GX5CFTOABHT72M3F · pith_short_8: GX5CFTOA

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/GX5CFTOABHT72M3F6C5Y57Z7EK \
  | 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: 35fa22cdc009e7fd3365f0bb8eff3f22b4b181ac553e7bcafa1bf99826350718

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c2dee4197214fd15a890827f931192660bf20acaae0200bbb8be8be5351a441",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T15:03:17Z",
    "title_canon_sha256": "bd4b5d38e6d76d858d94bcadc74832a60265e6d6ba2a1d93d8ff2a08a3f982b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12923",
    "kind": "arxiv",
    "version": 2
  }
}