Pith Number

pith:ZG4B3TAB

pith:2022:ZG4B3TABTFVVOUMMLIGJZQ6PQB

not attested not anchored not stored refs pending

Neuro-Symbolic Learning: Principles and Applications in Ophthalmology

Aikaterini Melliou, Canyang Zhang, Dongmei Yu, Haifei Guan, Ijaz Gul, Jiefu Tan, Lin An, Ming Xu, Muhammad Akmal Rahee, Muhammad Hassan, Peiwu Qin, Qianhui Sun, Qiming Huang, Qiuyue Hu, Qi Xing, Sen Zeng, Shunkai Shi, Shuyue Ma, Vijay Kumar Pandey, Wen Liang, Yang Liu, Yiwei Zhang, Yongbing Zhang, Yuqi Wang, Yuxing Han, Zhou You, Ziheng Zhang

arxiv:2208.00374 v1 · 2022-07-31 · cs.CV · 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{ZG4B3TABTFVVOUMMLIGJZQ6PQB}

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	2026-07-05T04:44:50.900378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9b81dcc01996b57518c5a0c9cc3cf804e3980ab3871752a95536902389248f0

Aliases

arxiv: 2208.00374 · arxiv_version: 2208.00374v1 · doi: 10.48550/arxiv.2208.00374 · pith_short_12: ZG4B3TABTFVV · pith_short_16: ZG4B3TABTFVVOUMM · pith_short_8: ZG4B3TAB

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/ZG4B3TABTFVVOUMMLIGJZQ6PQB \
  | 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: c9b81dcc01996b57518c5a0c9cc3cf804e3980ab3871752a95536902389248f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0907534f830ec8f135f0e3a7e429f5175db5ffeea9e1eb3f0d42695bbe47f8b4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-31T06:48:19Z",
    "title_canon_sha256": "a038ae213e452e2202c0c187884af57d1818880d52dec9f707374d07f8484b46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.00374",
    "kind": "arxiv",
    "version": 1
  }
}