Pith Number

pith:DZ2I2TRD

pith:2023:DZ2I2TRDIJRAJI3QY6DZWLA4KV

not attested not anchored not stored refs pending

Categorical Traffic Transformer: Interpretable and Diverse Behavior Prediction with Tokenized Latent

Marco Pavone, Sander Tonkens, Yuxiao Chen

arxiv:2311.18307 v1 · 2023-11-30 · cs.LG · cs.CV · 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{DZ2I2TRDIJRAJI3QY6DZWLA4KV}

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

LLM-based Realistic Safety-Critical Driving Video Generation

Receipt and verification

First computed	2026-07-05T07:18:40.452156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e748d4e23426204a370c7879b2c1c5541c17c48a76fd3131d83aa8521a2934b

Aliases

arxiv: 2311.18307 · arxiv_version: 2311.18307v1 · doi: 10.48550/arxiv.2311.18307 · pith_short_12: DZ2I2TRDIJRA · pith_short_16: DZ2I2TRDIJRAJI3Q · pith_short_8: DZ2I2TRD

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/DZ2I2TRDIJRAJI3QY6DZWLA4KV \
  | 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: 1e748d4e23426204a370c7879b2c1c5541c17c48a76fd3131d83aa8521a2934b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa28c28f66f830cf26aeedb77a588ef65fcb9029180d16720f11d09c13aab603",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T07:25:24Z",
    "title_canon_sha256": "90d2b1ada9bab77383420192617c8abe7a65282aa98fba399cdbc4da3aa16d48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18307",
    "kind": "arxiv",
    "version": 1
  }
}