Pith Number

pith:V6VULW5P

pith:2024:V6VULW5PRP3OYMWJOMSNMCLF3K

not attested not anchored not stored refs pending

Beyond pip install: Evaluating LLM Agents for the Automated Installation of Python Projects

Louis Milliken, Shin Yoo, Sungmin Kang

arxiv:2412.06294 v1 · 2024-12-09 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V6VULW5PRP3OYMWJOMSNMCLF3K}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T09:46:18.655124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afab45dbaf8bf6ec32c97324d60965da815a5cda7313b2fdcfa729e222b109a1

Aliases

arxiv: 2412.06294 · arxiv_version: 2412.06294v1 · doi: 10.48550/arxiv.2412.06294 · pith_short_12: V6VULW5PRP3O · pith_short_16: V6VULW5PRP3OYMWJ · pith_short_8: V6VULW5P

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/V6VULW5PRP3OYMWJOMSNMCLF3K \
  | 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: afab45dbaf8bf6ec32c97324d60965da815a5cda7313b2fdcfa729e222b109a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ac88aafc18a1111dcbf68a48f23f5d409c0cb1007dd9ea40e060222d725262c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-09T08:37:06Z",
    "title_canon_sha256": "409732f2be71dc6e08dbcff0d1da9a97f2a421bd84de40e4f278b1dcf162bc5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06294",
    "kind": "arxiv",
    "version": 1
  }
}