Pith Number

pith:XB6B24VV

pith:2025:XB6B24VVEXH5UKLZMXEUQZ4MPP

not attested not anchored not stored refs pending

Human-Machine Collaboration-Guided Space Design: Combination of Machine Learning Models and Humanistic Design Concepts

Yuxuan Yang

arxiv:2507.01776 v1 · 2025-07-02 · cs.HC · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XB6B24VVEXH5UKLZMXEUQZ4MPP}

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	2026-07-05T11:30:54.868239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b87c1d72b525cfda297965c948678c7be85aac923d025dbb8c626ff5916574e7

Aliases

arxiv: 2507.01776 · arxiv_version: 2507.01776v1 · doi: 10.48550/arxiv.2507.01776 · pith_short_12: XB6B24VVEXH5 · pith_short_16: XB6B24VVEXH5UKLZ · pith_short_8: XB6B24VV

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/XB6B24VVEXH5UKLZMXEUQZ4MPP \
  | 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: b87c1d72b525cfda297965c948678c7be85aac923d025dbb8c626ff5916574e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d720d9089b729e1d943f828086a413cd5e73d264d9e97f4c31e6d66f8f58b69",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-02T15:01:51Z",
    "title_canon_sha256": "a517690364c38c278a05183bc699680ee01b65c550411abcb71320593cb9afbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01776",
    "kind": "arxiv",
    "version": 1
  }
}