Pith Number

pith:5TOXG5LN

pith:2026:5TOXG5LN7DZLNXSX32LUDLWXHJ

not attested not anchored not stored refs pending

Deconfounded Lifelong Learning for Autonomous Driving via Dynamic Knowledge Spaces

Chengju Liu, Jiawei Lian, Jiayuan Du, Liuyi Wang, Qijun Chen, Xianghui Pan, Yiming Zhao, Yuchu Lu, Yuebing Song

arxiv:2603.14354 v3 · 2026-03-15 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5TOXG5LN7DZLNXSX32LUDLWXHJ}

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	2026-07-02T01:17:29.485740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecdd73756df8f2b6de57de9741aed73a688db6b5f77a2bacbb94a99d03f643f3

Aliases

arxiv: 2603.14354 · arxiv_version: 2603.14354v3 · doi: 10.48550/arxiv.2603.14354 · pith_short_12: 5TOXG5LN7DZL · pith_short_16: 5TOXG5LN7DZLNXSX · pith_short_8: 5TOXG5LN

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/5TOXG5LN7DZLNXSX32LUDLWXHJ \
  | 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: ecdd73756df8f2b6de57de9741aed73a688db6b5f77a2bacbb94a99d03f643f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9017b1b03151604123fbe6f535566bb0e8e7b0cdb074fb346e3f845532f28398",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-15T12:45:17Z",
    "title_canon_sha256": "e6a5912e7c5a6522e3f3d21be3e67973c302cc5de2dc8c6209b3fda1635ac359"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.14354",
    "kind": "arxiv",
    "version": 3
  }
}