Pith Number

pith:V277CXVS

pith:2022:V277CXVSXJFTR37TSPCXKG5RCX

not attested not anchored not stored refs pending

Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal

Chih-Chia Li, Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng

arxiv:2212.12190 v1 · 2022-12-23 · 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{V277CXVSXJFTR37TSPCXKG5RCX}

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	2026-07-05T05:27:52.784924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aebff15eb2ba4b38eff393c5751bb115c417971d087d5e23eb6d2f636489faaf

Aliases

arxiv: 2212.12190 · arxiv_version: 2212.12190v1 · doi: 10.48550/arxiv.2212.12190 · pith_short_12: V277CXVSXJFT · pith_short_16: V277CXVSXJFTR37T · pith_short_8: V277CXVS

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/V277CXVSXJFTR37TSPCXKG5RCX \
  | 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: aebff15eb2ba4b38eff393c5751bb115c417971d087d5e23eb6d2f636489faaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89201f5d777857e830560ae54168cc267ed81cc233ea391bbc10a516f9ba3a0d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-23T08:20:19Z",
    "title_canon_sha256": "1410af22c1a8b1c77c0cfb0756c1dbf3f89ac56e59d7fd2c44d55949eb5734ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.12190",
    "kind": "arxiv",
    "version": 1
  }
}