Pith. sign in
Pith Number

pith:TTCY4NF2

pith:2025:TTCY4NF2O2QJNPVQ5TYE5M24EN
not attested not anchored not stored refs pending

Why Braking? Scenario Extraction and Reasoning Utilizing LLM

Ahmed Abouelazm, Daniel Slieter, J. Marius Z\"ollner, Robin Bohn, Vivek Subramanian, Yin Wu

arxiv:2507.15874 v1 · 2025-07-17 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TTCY4NF2O2QJNPVQ5TYE5M24EN}

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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 2026-07-05T11:40:58.468863Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9cc58e34ba76a096beb0ecf04eb35c23735a4e7c6913e525602e52666c902bbd

Aliases

arxiv: 2507.15874 · arxiv_version: 2507.15874v1 · doi: 10.48550/arxiv.2507.15874 · pith_short_12: TTCY4NF2O2QJ · pith_short_16: TTCY4NF2O2QJNPVQ · pith_short_8: TTCY4NF2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TTCY4NF2O2QJNPVQ5TYE5M24EN \
  | 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: 9cc58e34ba76a096beb0ecf04eb35c23735a4e7c6913e525602e52666c902bbd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b28408d06430a08aa57d1f5c398448c8d17ff635d6c421f8879f8f3031192470",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-17T08:33:56Z",
    "title_canon_sha256": "e7b2bbc340aa862b2b575e644a825b4dd189758b59a9745a8c8bf4b19aa4d1c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15874",
    "kind": "arxiv",
    "version": 1
  }
}