Pith Number

pith:DTFAMJFF

pith:2023:DTFAMJFF3DFJA256HSKGO6NB3J

not attested not anchored not stored refs pending

On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications

Changying Li, Chenjiao Tan, Gengchen Mai, Hao Yang, Huaqin Zhao, Jielu Zhang, Lan Mu, Lilong Chai, Nemin Wu, Ninghao Liu, Qian Cao, Tao Tang, Tianming Liu, Xiao Yang, Xinyue Ye, Yiwei Li, Zhengliang Liu, Zihao Wu

arxiv:2312.17016 v1 · 2023-12-23 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTFAMJFF3DFJA256HSKGO6NB3J}

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	2026-07-05T07:28:38.250490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cca0624a5d8ca906bbe3c946779a1da4128c60878c8628c3f60681dc1cda288

Aliases

arxiv: 2312.17016 · arxiv_version: 2312.17016v1 · doi: 10.48550/arxiv.2312.17016 · pith_short_12: DTFAMJFF3DFJ · pith_short_16: DTFAMJFF3DFJA256 · pith_short_8: DTFAMJFF

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/DTFAMJFF3DFJA256HSKGO6NB3J \
  | 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: 1cca0624a5d8ca906bbe3c946779a1da4128c60878c8628c3f60681dc1cda288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01d1b47071ced64882ca9f230a00e9666aa731caac2194f4560361d7408e0894",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-23T22:36:58Z",
    "title_canon_sha256": "cc6046a5b76b0b8bce0165f16d75196733e116bf65585ea42a7a0b0f11a3c0f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17016",
    "kind": "arxiv",
    "version": 1
  }
}