Pith Number

pith:GTW7XJ72

pith:2025:GTW7XJ72IJB4MRQVYRTDCAMNH3

not attested not anchored not stored refs pending

Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios

Koji Zettsu, Minh-Son Dao, Wenbin Gan

arxiv:2506.20531 v1 · 2025-06-25 · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GTW7XJ72IJB4MRQVYRTDCAMNH3}

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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.

Cited by

1 paper in Pith

What Will Happen Next: Large Models-Driven Deduction for Emergency Instances

Receipt and verification

First computed	2026-07-05T11:27:07.288418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34edfba7fa4243c64615c46631018d3ecb85192d1b4717e6c4726b715f638471

Aliases

arxiv: 2506.20531 · arxiv_version: 2506.20531v1 · doi: 10.48550/arxiv.2506.20531 · pith_short_12: GTW7XJ72IJB4 · pith_short_16: GTW7XJ72IJB4MRQV · pith_short_8: GTW7XJ72

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/GTW7XJ72IJB4MRQVYRTDCAMNH3 \
  | 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: 34edfba7fa4243c64615c46631018d3ecb85192d1b4717e6c4726b715f638471

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1121eb869678c579942e8ea520d88d0b6f51f5afa3a23498540943aec66bde9",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-25T15:19:25Z",
    "title_canon_sha256": "7736b6c1f1069f5794669e141d26cc08076230afe2db94cd60a3e33e6ef98d44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20531",
    "kind": "arxiv",
    "version": 1
  }
}