Pith Number

pith:7XOBBIIA

pith:2026:7XOBBIIASBAK3NFDP5HS5OPDYI

not attested not anchored not stored refs pending

Climber-Pilot: A Non-Myopic Generative Recommendation Model Towards Better Instruction-Following

Bin Huang, Chuanjiang Luo, Da Guo, Guanlin Wu, Ming Yue, Qiang Xiao, Shijia Wang, Songpei Xu, Weisheng Li, Yintao Ren

arxiv:2602.13581 v2 · 2026-02-14 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7XOBBIIASBAK3NFDP5HS5OPDYI}

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	2026-06-01T01:02:34.417252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fddc10a1009040adb4a37f4f2eb9e3c233bd01d65ebfbebd490ad5b4495cf965

Aliases

arxiv: 2602.13581 · arxiv_version: 2602.13581v2 · doi: 10.48550/arxiv.2602.13581 · pith_short_12: 7XOBBIIASBAK · pith_short_16: 7XOBBIIASBAK3NFD · pith_short_8: 7XOBBIIA

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/7XOBBIIASBAK3NFDP5HS5OPDYI \
  | 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: fddc10a1009040adb4a37f4f2eb9e3c233bd01d65ebfbebd490ad5b4495cf965

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8f6c5bb9d74b85267d5f440c0667a297b09c7b0a21f3eb25d29c70d6f61bb66",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-02-14T03:46:06Z",
    "title_canon_sha256": "d1cd030c4c462e97ab9ad9de32e35150320c504efc1523166ae1627dab7d23e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.13581",
    "kind": "arxiv",
    "version": 2
  }
}