Pith Number

pith:6MA3W74X

pith:2024:6MA3W74XXA5NEKA3CIRJAOVTIN

not attested not anchored not stored refs pending

AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering

Yiqing Shen, Yu Guang Wang, Yungeng Liu, Zan Chen

arxiv:2411.04440 v1 · 2024-11-07 · q-bio.QM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6MA3W74XXA5NEKA3CIRJAOVTIN}

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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

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective

Receipt and verification

First computed	2026-07-05T09:32:19.466350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f301bb7f97b83ad2281b1222903ab34346680c0f03d96ed4cff08a9406288387

Aliases

arxiv: 2411.04440 · arxiv_version: 2411.04440v1 · doi: 10.48550/arxiv.2411.04440 · pith_short_12: 6MA3W74XXA5N · pith_short_16: 6MA3W74XXA5NEKA3 · pith_short_8: 6MA3W74X

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/6MA3W74XXA5NEKA3CIRJAOVTIN \
  | 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: f301bb7f97b83ad2281b1222903ab34346680c0f03d96ed4cff08a9406288387

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7d62e6737af35119496fd0c9151d74a89a4430ea92b4e6240d53dc0b7c54884",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2024-11-07T05:23:31Z",
    "title_canon_sha256": "433ac0f4b51041b243ee1a4265388f01b2c55d25010878c2b56df33a50d2a030"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04440",
    "kind": "arxiv",
    "version": 1
  }
}