Pith Number

pith:TUJTYBV2

pith:2023:TUJTYBV2HDU33TZCHGWUETD2ZR

not attested not anchored not stored refs pending

Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application

Aram Galstyan, Elan Markowitz, Fan Yang, Greg Ver Steeg, Tony Chen, Xing Fan, Ziyan Jiang

arxiv:2306.06302 v2 · 2023-06-09 · 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{TUJTYBV2HDU33TZCHGWUETD2ZR}

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	2026-07-05T10:38:30.533511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d133c06ba38e9bdcf2239ad424c7acc5979339cd1b72989fab4d7b0236af83b

Aliases

arxiv: 2306.06302 · arxiv_version: 2306.06302v2 · doi: 10.48550/arxiv.2306.06302 · pith_short_12: TUJTYBV2HDU3 · pith_short_16: TUJTYBV2HDU33TZC · pith_short_8: TUJTYBV2

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/TUJTYBV2HDU33TZCHGWUETD2ZR \
  | 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: 9d133c06ba38e9bdcf2239ad424c7acc5979339cd1b72989fab4d7b0236af83b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30890aab092284a45c3509a85e680054246afbdd354ca4ecbbc1d734464e8b4c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-06-09T23:40:03Z",
    "title_canon_sha256": "8742158e870f243762d6db739fe23d90a036a7981af3ce1eeed0d9edf1c8be2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06302",
    "kind": "arxiv",
    "version": 2
  }
}