Pith Number

pith:WJWR52NS

pith:2025:WJWR52NS2E63NCBF5UGWLLQXTA

not attested not anchored not stored refs pending

Decoding Neighborhood Environments with Large Language Models

Andrew Cart, Beiyu Lin, Haitao Zhao, Melanie Escue, Prashanth Busireddygari, Shaohu Zhang, Shuang Li, Xugui Zhou

arxiv:2505.08163 v1 · 2025-05-13 · cs.AI · 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{WJWR52NS2E63NCBF5UGWLLQXTA}

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	2026-07-05T11:02:25.761950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b26d1ee9b2d13db68825ed0d65ae1798172169161515d49238da0ada6ec779e6

Aliases

arxiv: 2505.08163 · arxiv_version: 2505.08163v1 · doi: 10.48550/arxiv.2505.08163 · pith_short_12: WJWR52NS2E63 · pith_short_16: WJWR52NS2E63NCBF · pith_short_8: WJWR52NS

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/WJWR52NS2E63NCBF5UGWLLQXTA \
  | 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: b26d1ee9b2d13db68825ed0d65ae1798172169161515d49238da0ada6ec779e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81788f26add657d90f3b1f13899d194249cf6cd2e3f4cc7dddd6a5de8d301df1",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-13T01:54:54Z",
    "title_canon_sha256": "b3c87534c95e572a359099a5d301edeb972fb876a2557e7344910adf56293ff3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08163",
    "kind": "arxiv",
    "version": 1
  }
}