Pith Number

pith:37LPXTZI

pith:2023:37LPXTZITQW3N2S6EALMHL5E4E

not attested not anchored not stored refs pending

Merlin:Empowering Multimodal LLMs with Foresight Minds

Dongming Wu, En Yu, Haoran Wei, Jinrong Yang, Liang Zhao, Lingyu Kong, Tiancai Wang, Wenbing Tao, Xiangyu Zhang, Yana Wei, Zheng Ge

arxiv:2312.00589 v2 · 2023-11-30 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{37LPXTZITQW3N2S6EALMHL5E4E}

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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

2 papers in Pith

Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression

Receipt and verification

First computed	2026-07-05T08:39:29.447193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfd6fbcf289c2db6ea5e2016c3afa4e117ce4a75b1ec7e94c3af829bda2dbed1

Aliases

arxiv: 2312.00589 · arxiv_version: 2312.00589v2 · doi: 10.48550/arxiv.2312.00589 · pith_short_12: 37LPXTZITQW3 · pith_short_16: 37LPXTZITQW3N2S6 · pith_short_8: 37LPXTZI

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/37LPXTZITQW3N2S6EALMHL5E4E \
  | 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: dfd6fbcf289c2db6ea5e2016c3afa4e117ce4a75b1ec7e94c3af829bda2dbed1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a684b2a3c354e83c2db384f228c3ac523ade82b94738c64fec445e1503fb90ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-30T17:57:34Z",
    "title_canon_sha256": "ab07688f281ec3bdb26961a69bc96635f4f950b1ba37a6d59194eede8ebe10b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.00589",
    "kind": "arxiv",
    "version": 2
  }
}