Pith Number

pith:QTQUXNNZ

pith:2023:QTQUXNNZJDJ66FFFCLHCHNM76R

not attested not anchored not stored refs pending

ChipNeMo: Domain-Adapted LLMs for Chip Design

Ambar Sarkar, Ankit Jindal, Arjun Chaudhuri, Bill Dally, Bonita Bhaskaran, Brucek Khailany, Bryan Catanzaro, Charley Lind, Chris Cheng, Eric Hill, George Kokai, Ghasem Pasandi, Hanfei Sun, Hao Liu, Haoxing Ren, Himyanshu Anand, Ismet Bayraktaroglu, Jiashang Hu, Jonah Alben, Jonathan Raiman, Kaizhe Xu, Kishor Kunal, Laura Dang, Mingjie Liu, Nathaniel Pinckney, Parikshit Deshpande, Pratik P Suthar, Robert Kirby, Rongjian Liang, Sameer Halepete, Sanmitra Banerjee, Sharon Clay, Siddhanth Dhodhi, Sreedhar Pratty, Stuart Oberman, Sujeet Omar, Sumit Jain, Teodor-Dumitru Ene, Varun Tej, Walker Turner, Xiaowei Li, Zhengjiang Shao

arxiv:2311.00176 v5 · 2023-10-31 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QTQUXNNZJDJ66FFFCLHCHNM76R}

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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

26 papers in Pith

PCBWorld: A Benchmark Environment for Engine-Grounded PCB Design Automation

Evaluating Hallucinations in Domain-Adapted Large Language Models

AgentDSE: Reasoning-Augmented Architectural Design Space Exploration

PDAGENT-BENCH: Characterizing, Grounding, and Architecting LLM Agents for VLSI Physical Design

Physics-informed generative AI for semiconductor manufacturing: Enforcing hard physical constraints in generative models by construction

Receipt and verification

First computed	2026-07-05T08:04:35.040185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84e14bb5b948d3ef14a512ce23b59ff4740c39ad40f3129796ada1762f28c17a

Aliases

arxiv: 2311.00176 · arxiv_version: 2311.00176v5 · doi: 10.48550/arxiv.2311.00176 · pith_short_12: QTQUXNNZJDJ6 · pith_short_16: QTQUXNNZJDJ66FFF · pith_short_8: QTQUXNNZ

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/QTQUXNNZJDJ66FFFCLHCHNM76R \
  | 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: 84e14bb5b948d3ef14a512ce23b59ff4740c39ad40f3129796ada1762f28c17a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c4a595f0a201439959e3a22b19998fb78d9811566f9d6a1441892101d3e457f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-31T22:35:58Z",
    "title_canon_sha256": "3c0a3034af9a832258e8809a97cfb1e8303a160a27ed7d7b1f365ab97f9ad32b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00176",
    "kind": "arxiv",
    "version": 5
  }
}