Pith Number

pith:N5YLPJB6

pith:2023:N5YLPJB6B7EH45SORBIFIHKFTS

not attested not anchored not stored refs pending

A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties

Alan Yuille, Cihang Xie, Jieru Mei, Junfei Xiao, Shiyi Lan, Wenxuan Li, Yuyin Zhou, Zhiding Yu, Ziqi Zhou

arxiv:2312.13764 v3 · 2023-12-21 · cs.CV · cs.CL · 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{N5YLPJB6B7EH45SORBIFIHKFTS}

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	2026-07-05T08:55:32.727941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f70b7a43e0fc87e764e8850541d459c950236d8ce4e6145d70ab42404a05354

Aliases

arxiv: 2312.13764 · arxiv_version: 2312.13764v3 · doi: 10.48550/arxiv.2312.13764 · pith_short_12: N5YLPJB6B7EH · pith_short_16: N5YLPJB6B7EH45SO · pith_short_8: N5YLPJB6

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/N5YLPJB6B7EH45SORBIFIHKFTS \
  | 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: 6f70b7a43e0fc87e764e8850541d459c950236d8ce4e6145d70ab42404a05354

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "810bb38f5dea2bc5a03c0a1488529b9d185cd305543f4c364f03d594bc2d309e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-21T11:43:41Z",
    "title_canon_sha256": "f9641545055716ea13c4c9895d9b971a6f946bdfd6f8c19f30f9c4505fd71e7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13764",
    "kind": "arxiv",
    "version": 3
  }
}