Pith Number

pith:P7NNSCZE

pith:2025:P7NNSCZEJTQEG2UKXV7VYZ5UHA

not attested not anchored not stored refs pending

Surprise Potential as a Measure of Interactivity in Driving Scenarios

Karen Leung, Marco Pavone, Sushant Veer, Wenhao Ding, Yulong Cao

arxiv:2502.05677 v1 · 2025-02-08 · cs.RO · 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{P7NNSCZEJTQEG2UKXV7VYZ5UHA}

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

Zero-Label Driving Scenario Complexity Detection via Joint Embedding Predictive Architecture

Receipt and verification

First computed	2026-07-05T10:11:41.922196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fdad90b244ce0436a8abd7f5c67b43804ad8730b3a9e4e65cf124156fa365f8

Aliases

arxiv: 2502.05677 · arxiv_version: 2502.05677v1 · doi: 10.48550/arxiv.2502.05677 · pith_short_12: P7NNSCZEJTQE · pith_short_16: P7NNSCZEJTQEG2UK · pith_short_8: P7NNSCZE

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/P7NNSCZEJTQEG2UKXV7VYZ5UHA \
  | 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: 7fdad90b244ce0436a8abd7f5c67b43804ad8730b3a9e4e65cf124156fa365f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "966e792b420325d0ee4717073a323b5e6f2079ecc24cc69244357ac1fedcb952",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-02-08T19:57:16Z",
    "title_canon_sha256": "0eb36f764985ddad3227a7b7d2fa82deffe2d43cd720c4887c0df82c88e1a08e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05677",
    "kind": "arxiv",
    "version": 1
  }
}