Pith Number

pith:4XUVCW7I

pith:2025:4XUVCW7IBYZ34LL3CLBNVVZBCH

not attested not anchored not stored refs pending

Prompt Guidance and Human Proximal Perception for HOT Prediction with Regional Joint Loss

Nan Zhuang, Qi Liu, Weiying Xue, Xinyu Jiang, Yu Lei, Yuxiao Wang, Zhenao Wei

arxiv:2507.01630 v2 · 2025-07-02 · 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{4XUVCW7IBYZ34LL3CLBNVVZBCH}

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	2026-07-05T11:41:43.686946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5e9515be80e33be2d7b12c2dad72111d51c15aa7ecc9a6e854d758cc7ff29c4

Aliases

arxiv: 2507.01630 · arxiv_version: 2507.01630v2 · doi: 10.48550/arxiv.2507.01630 · pith_short_12: 4XUVCW7IBYZ3 · pith_short_16: 4XUVCW7IBYZ34LL3 · pith_short_8: 4XUVCW7I

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/4XUVCW7IBYZ34LL3CLBNVVZBCH \
  | 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: e5e9515be80e33be2d7b12c2dad72111d51c15aa7ecc9a6e854d758cc7ff29c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb81d29aa503bd1f294c5efc9182ab5ca60fcdbbbb9b301d60787aa3b24d8657",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-02T11:59:32Z",
    "title_canon_sha256": "a9aa7163e45b19fbfa7c464d464fecaa7ba7555613fde1aacda032a6716ec5d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01630",
    "kind": "arxiv",
    "version": 2
  }
}