Pith Number

pith:SBPLQSXZ

pith:2025:SBPLQSXZ43J7QGJUUZ6YUJX3JW

not attested not anchored not stored refs pending

Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer

Chongming Gao, Jiaju Chen, Jianshan Sun, Jiawei Chen, Kexin Huang, Peng Jiang, Qingpeng Cai, Shuchang Liu, Ziang Fei

arxiv:2501.07212 v1 · 2025-01-13 · 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{SBPLQSXZ43J7QGJUUZ6YUJX3JW}

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

Generative Auto-Bidding in Large-Scale Competitive Auctions via Diffusion Completer-Aligner

Receipt and verification

First computed	2026-07-05T10:00:17.304017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

905eb84af9e6d3f81934a67d8a26fb4dacc6e8967b1d70aab6cc1ce617d9939d

Aliases

arxiv: 2501.07212 · arxiv_version: 2501.07212v1 · doi: 10.48550/arxiv.2501.07212 · pith_short_12: SBPLQSXZ43J7 · pith_short_16: SBPLQSXZ43J7QGJU · pith_short_8: SBPLQSXZ

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/SBPLQSXZ43J7QGJUUZ6YUJX3JW \
  | 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: 905eb84af9e6d3f81934a67d8a26fb4dacc6e8967b1d70aab6cc1ce617d9939d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "935ad5ef464f7de80767e9ab27c750bfaedcba741f172302b84aa279c2adba94",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-01-13T11:12:43Z",
    "title_canon_sha256": "6aba585e9ad4ee3a0a73ebd574bc1a70f63512058e4409176d4b4c4fdb6d35d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07212",
    "kind": "arxiv",
    "version": 1
  }
}