Pith Number

pith:TMKMGQPU

pith:2023:TMKMGQPURHOKWEPLLMCT35TVOH

not attested not anchored not stored refs pending

Generalized Category Discovery with Large Language Models in the Loop

Feng Tian, Haiping Zhu, Haonan Lin, Luyan Wang, Mingxiang Cai, Ping Chen, Qianying Wang, Wenbin An, WenKai Shi, Yan Chen, Yaqiang Wu

arxiv:2312.10897 v2 · 2023-12-18 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMKMGQPURHOKWEPLLMCT35TVOH}

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

A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future

Receipt and verification

First computed	2026-07-05T08:23:15.117982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b14c341f489dcab11eb5b053df67571de621cbffd61450e91d27f6dfc7ad8d7

Aliases

arxiv: 2312.10897 · arxiv_version: 2312.10897v2 · doi: 10.48550/arxiv.2312.10897 · pith_short_12: TMKMGQPURHOK · pith_short_16: TMKMGQPURHOKWEPL · pith_short_8: TMKMGQPU

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/TMKMGQPURHOKWEPLLMCT35TVOH \
  | 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: 9b14c341f489dcab11eb5b053df67571de621cbffd61450e91d27f6dfc7ad8d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d9c97cdf73cd2053f954fcbd0f0e98d03ff16ec60015c61fd3fe321597f9eaa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-18T02:55:14Z",
    "title_canon_sha256": "c8ba6dd687195d1e03171ca848498c11668c345e750a3d9da66955c26af8db69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10897",
    "kind": "arxiv",
    "version": 2
  }
}