Pith Number

pith:LRZYDZDI

pith:2023:LRZYDZDI5WIS76DQNEHNYLNLPJ

not attested not anchored not stored refs pending

From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design

Anna C. Doris, Brandon Man, Cyril Picard, Faez Ahmed, Giorgio Giannone, Kristen M. Edwards, Md Ferdous Alam

arxiv:2311.12668 v3 · 2023-11-21 · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LRZYDZDI5WIS76DQNEHNYLNLPJ}

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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

Surrogate Assisted Pedestrian Protection Design via a Foundation Model Orchestrated Workflow

Receipt and verification

First computed	2026-07-05T09:46:26.866529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c7381e468ed912ff870690edc2dab7a4b9a6188fcd665ca6c99d34422cbe48c

Aliases

arxiv: 2311.12668 · arxiv_version: 2311.12668v3 · doi: 10.48550/arxiv.2311.12668 · pith_short_12: LRZYDZDI5WIS · pith_short_16: LRZYDZDI5WIS76DQ · pith_short_8: LRZYDZDI

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/LRZYDZDI5WIS76DQNEHNYLNLPJ \
  | 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: 5c7381e468ed912ff870690edc2dab7a4b9a6188fcd665ca6c99d34422cbe48c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f512413d855c2f40571292d172c7f76505c1c1d8c3f5e04a0aaffaf9e6b86938",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-21T15:20:48Z",
    "title_canon_sha256": "83a3c460fbb239583f2647e1f6392a0ac534cfabf4d8bce30ac5a33c292be3fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12668",
    "kind": "arxiv",
    "version": 3
  }
}