Pith Number

pith:BISSH7Y7

pith:2023:BISSH7Y72BK2XVDUQPRV26TDNK

not attested not anchored not stored refs pending

Plum: Prompt Learning using Metaheuristic

Jipeng Zhang, Kashun Shum, Renjie Pi, Rui Pan, Shizhe Diao, Shuo Xing, Tong Zhang, Wenhe Sun, Xiang Liu

arxiv:2311.08364 v3 · 2023-11-14 · cs.LG · cs.AI · cs.DM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BISSH7Y72BK2XVDUQPRV26TDNK}

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

From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning

Receipt and verification

First computed	2026-07-05T08:38:04.163601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a2523ff1fd055abd47483e35d7a636a8772023f449a0f7f8d37cd04bf279ae8

Aliases

arxiv: 2311.08364 · arxiv_version: 2311.08364v3 · doi: 10.48550/arxiv.2311.08364 · pith_short_12: BISSH7Y72BK2 · pith_short_16: BISSH7Y72BK2XVDU · pith_short_8: BISSH7Y7

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/BISSH7Y72BK2XVDUQPRV26TDNK \
  | 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: 0a2523ff1fd055abd47483e35d7a636a8772023f449a0f7f8d37cd04bf279ae8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9b958328063040c89cc17e6884fe4ae0950b86e297b1216560d406c0a12b650",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-14T18:14:56Z",
    "title_canon_sha256": "a1af4cc655593ec5d9372c25a435f379b2dcf5551cf9669f1a9914ed355927ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08364",
    "kind": "arxiv",
    "version": 3
  }
}