Pith Number

pith:DX3BNS5I

pith:2026:DX3BNS5IHQMWUSRZ6J4CCRS5TE

not attested not anchored not stored refs pending

Don't Let Bandit Feedback Pull Continual LLM-Recommender Updates Off Target

Chung Park, Hyeongjun Yun, Jaegul Choo, Taesan Kim

arxiv:2605.18899 v1 · 2026-05-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DX3BNS5IHQMWUSRZ6J4CCRS5TE}

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	2026-05-20T00:06:31.128071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1df616cba83c196a4a39f27821465d993f1c5784d49fb70e29590437162152fe

Aliases

arxiv: 2605.18899 · arxiv_version: 2605.18899v1 · doi: 10.48550/arxiv.2605.18899 · pith_short_12: DX3BNS5IHQMW · pith_short_16: DX3BNS5IHQMWUSRZ · pith_short_8: DX3BNS5I

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/DX3BNS5IHQMWUSRZ6J4CCRS5TE \
  | 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: 1df616cba83c196a4a39f27821465d993f1c5784d49fb70e29590437162152fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4be6adf8cdc9a519c4708792d5a2189e9150b6249b7d66ec42e18bad28d010a5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-17T11:10:44Z",
    "title_canon_sha256": "2fc1b838bdcf9ce3db8424f3bfb3fd8e50005863e22ef286ae61b6e9dd0e2b60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18899",
    "kind": "arxiv",
    "version": 1
  }
}