Pith Number

pith:CVN52GCS

pith:2023:CVN52GCS4JUWIO3Q22JAEC55WO

not attested not anchored not stored refs pending

A Study of Situational Reasoning for Traffic Understanding

Alessandro Oltramari, Aravinda Kollaa, Filip Ilievski, Jiarui Zhang, Jonathan Francis, Kaixin Ma

arxiv:2306.02520 v2 · 2023-06-05 · cs.CL · cs.AI · 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{CVN52GCS4JUWIO3Q22JAEC55WO}

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

Lngram: N-gram Conditional Memory in Latent Space

Receipt and verification

First computed	2026-07-05T06:31:11.815641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

155bdd1852e269643b70d692020bbdb39f250018276ed5754d0b8d4a6250f3db

Aliases

arxiv: 2306.02520 · arxiv_version: 2306.02520v2 · doi: 10.48550/arxiv.2306.02520 · pith_short_12: CVN52GCS4JUW · pith_short_16: CVN52GCS4JUWIO3Q · pith_short_8: CVN52GCS

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/CVN52GCS4JUWIO3Q22JAEC55WO \
  | 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: 155bdd1852e269643b70d692020bbdb39f250018276ed5754d0b8d4a6250f3db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3edd50211e215877431ea5f87a9485172398b5d1a590b156565e9044893a332",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-05T01:01:12Z",
    "title_canon_sha256": "6809e184538693bb23f1870cb09b6edb33f922e0033859a3a685135b14e579c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02520",
    "kind": "arxiv",
    "version": 2
  }
}