Pith Number

pith:6GH2K6NO

pith:2025:6GH2K6NO2IKHP2RRMPMZNIX3QK

not attested not anchored not stored refs pending

CangLing-KnowFlow: A Unified Knowledge-and-Flow-fused Agent for Comprehensive Remote Sensing Applications

Bing Zhang, Haoran Wang, Jianshe Zhang, Jing Yao, Jun Zhou, Pedram Ghamisi, Peter M. Atkinson, Zhengchao Chen

arxiv:2512.15231 v3 · 2025-12-17 · 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{6GH2K6NO2IKHP2RRMPMZNIX3QK}

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

RemoteAgent: Bridging Vague Human Intents and Earth Observation with RL-based Agentic MLLMs

Receipt and verification

First computed	2026-06-05T01:14:32.350404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f18fa579aed21477ea3163d996a2fb828703c8025bd196e1c89ae7fa3ac23046

Aliases

arxiv: 2512.15231 · arxiv_version: 2512.15231v3 · doi: 10.48550/arxiv.2512.15231 · pith_short_12: 6GH2K6NO2IKH · pith_short_16: 6GH2K6NO2IKHP2RR · pith_short_8: 6GH2K6NO

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/6GH2K6NO2IKHP2RRMPMZNIX3QK \
  | 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: f18fa579aed21477ea3163d996a2fb828703c8025bd196e1c89ae7fa3ac23046

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17979ee41aa22456cb60776038e8dc063a438be77830902835a3d3106f8f515a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-12-17T09:31:57Z",
    "title_canon_sha256": "84e017e43abee75f6308964fda839046474ffffc22c4499819dc873e114c9968"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.15231",
    "kind": "arxiv",
    "version": 3
  }
}