pith. sign in
Pith Number

pith:FRWCXIOK

pith:2026:FRWCXIOKPMAY53MJ5ZB4VXG4Z6
not attested not anchored not stored refs pending

SMH-Bench: Benchmarking LLM Agents for Environment-Grounded Reasoning and Action in Smart Homes

Chen Liu, Fangzhou Yu, Huacan Wang, Kuan Li, Lei Xue, Ronghao Chen, Sen Hu, Shuo Zhang, Siyue Lin, Weipeng Ming, Xiaofeng Mou, Yi Gu, Yi Xu, Yuqing Hou, Zecheng Sheng

arxiv:2606.01912 v1 · 2026-06-01 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FRWCXIOKPMAY53MJ5ZB4VXG4Z6}

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 2026-06-02T02:05:00.293833Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2c6c2ba1ca7b018eed89ee43cadcdccf955b57797fb633ffbbb588db78057ae5

Aliases

arxiv: 2606.01912 · arxiv_version: 2606.01912v1 · doi: 10.48550/arxiv.2606.01912 · pith_short_12: FRWCXIOKPMAY · pith_short_16: FRWCXIOKPMAY53MJ · pith_short_8: FRWCXIOK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FRWCXIOKPMAY53MJ5ZB4VXG4Z6 \
  | 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: 2c6c2ba1ca7b018eed89ee43cadcdccf955b57797fb633ffbbb588db78057ae5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d89f7b43d36536f443a1424db0a90f433745fac953244f0cf78061e9d4342a02",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-01T08:48:15Z",
    "title_canon_sha256": "910bc52ca800fdd9b41a0c32566b5ad5c61ce3628e311f37e000cc515ca1ba68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01912",
    "kind": "arxiv",
    "version": 1
  }
}