Pith Number

pith:SKK6YRCS

pith:2025:SKK6YRCSMRKCMSTXBE5IVPCWNN

not attested not anchored not stored refs pending

Learning to Plan with Personalized Preferences

Chi Zhang, Manjie Xu, Wei Liang, Xinyi Yang, Yixin Zhu

arxiv:2502.00858 v3 · 2025-02-02 · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SKK6YRCSMRKCMSTXBE5IVPCWNN}

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	2026-07-05T12:10:55.113155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9295ec44526454264a77093a8abc566b52e9be174bdadb2ce0607bf9c3faa2f1

Aliases

arxiv: 2502.00858 · arxiv_version: 2502.00858v3 · doi: 10.48550/arxiv.2502.00858 · pith_short_12: SKK6YRCSMRKC · pith_short_16: SKK6YRCSMRKCMSTX · pith_short_8: SKK6YRCS

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/SKK6YRCSMRKCMSTXBE5IVPCWNN \
  | 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: 9295ec44526454264a77093a8abc566b52e9be174bdadb2ce0607bf9c3faa2f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef90660cfcc4626efb317ed7807778ab5f1cf215b990a07f4980a8e2e30348ba",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-02T17:16:25Z",
    "title_canon_sha256": "fd2827f4b05e8f4d6bf78abcaf910284e575da41e8102ad8fed629bb15a4f650"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00858",
    "kind": "arxiv",
    "version": 3
  }
}