Pith Number

pith:LLBM46CV

pith:2023:LLBM46CVHZ6VHFZAO6EKCWNKPR

not attested not anchored not stored refs pending

LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding

Jiaming Liu, Mingjie Pan, Peng Gao, Ray Zhang, Senqiao Yang, Shanghang Zhang, Xiaoqi Li, Yandong Guo, Zehui Chen, Zoey Guo

arxiv:2312.14074 v1 · 2023-12-21 · cs.CV

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\usepackage{pith}
\pithnumber{LLBM46CVHZ6VHFZAO6EKCWNKPR}

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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

4 papers in Pith

Mitigating Object Hallucinations via Sentence-Level Early Intervention

B4DL: A Benchmark for 4D LiDAR LLM in Spatio-Temporal Understanding

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Receipt and verification

First computed	2026-07-05T07:26:59.997029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ac2ce78553e7d5397207788a159aa7c7f5e8ff4ca7237f204c956bd9cc98b37

Aliases

arxiv: 2312.14074 · arxiv_version: 2312.14074v1 · doi: 10.48550/arxiv.2312.14074 · pith_short_12: LLBM46CVHZ6V · pith_short_16: LLBM46CVHZ6VHFZA · pith_short_8: LLBM46CV

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/LLBM46CVHZ6VHFZAO6EKCWNKPR \
  | 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: 5ac2ce78553e7d5397207788a159aa7c7f5e8ff4ca7237f204c956bd9cc98b37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc8da86e7193a265bf8efc168bdcb999895417898f8540019e807e1f62f507b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-21T17:52:12Z",
    "title_canon_sha256": "d62d6b6a0976f8457b84b60bf64cefb5de8606f11ec428fc284107e42866e6bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14074",
    "kind": "arxiv",
    "version": 1
  }
}