Pith Number

pith:GKQOKL6A

pith:2021:GKQOKL6AFIC5XU3N7EZ2ATW5VM

not attested not anchored not stored refs pending

Towards Personalization of User Preferences in Partially Observable Smart Home Environments

Ali Etemad, Francois Rivest, Shashi Suman

arxiv:2112.00971 v4 · 2021-12-02 · cs.AI · 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{GKQOKL6AFIC5XU3N7EZ2ATW5VM}

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

EdgeWisePersona: A Dataset for On-Device User Profiling from Natural Language Interactions

Receipt and verification

First computed	2026-07-05T04:12:52.043131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32a0e52fc02a05dbd36df933a04eddab0fe08d2f1689fe1fc4a419e86d1007c6

Aliases

arxiv: 2112.00971 · arxiv_version: 2112.00971v4 · doi: 10.48550/arxiv.2112.00971 · pith_short_12: GKQOKL6AFIC5 · pith_short_16: GKQOKL6AFIC5XU3N · pith_short_8: GKQOKL6A

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/GKQOKL6AFIC5XU3N7EZ2ATW5VM \
  | 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: 32a0e52fc02a05dbd36df933a04eddab0fe08d2f1689fe1fc4a419e86d1007c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f6b5cacb9248407b14122a622f164818f0618d8b95e09227450a3058023e681",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-12-02T04:01:44Z",
    "title_canon_sha256": "6ce6b994968e52cf4376a3415f5078b0096e48845855fc5a3ba1506133d082cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.00971",
    "kind": "arxiv",
    "version": 4
  }
}