Pith Number

pith:GIDNZEL6

pith:2022:GIDNZEL6LIWBGUXKO6ABJJ6Y2D

not attested not anchored not stored refs pending

TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks

Antonio Longa, Hazem Peter Samoaa, Mazen Mohamad, Morteza Haghir Chehreghani, Philipp Leitner

arxiv:2208.11947 v1 · 2022-08-25 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GIDNZEL6LIWBGUXKO6ABJJ6Y2D}

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	2026-07-05T04:51:27.927962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3206dc917e5a2c1352ea778014a7d8d0ea7cb8e75a296a90fce29a9f581451ea

Aliases

arxiv: 2208.11947 · arxiv_version: 2208.11947v1 · doi: 10.48550/arxiv.2208.11947 · pith_short_12: GIDNZEL6LIWB · pith_short_16: GIDNZEL6LIWBGUXK · pith_short_8: GIDNZEL6

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/GIDNZEL6LIWBGUXKO6ABJJ6Y2D \
  | 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: 3206dc917e5a2c1352ea778014a7d8d0ea7cb8e75a296a90fce29a9f581451ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63a3ca6a7f8dd842541db21b5207774534883de9c2a3b08713eb17b17d6e1a84",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-08-25T09:08:32Z",
    "title_canon_sha256": "a990f873272f0d0aa5661e5f0b4e7e3dfa89493e249d0bc9a5b4ec01eb8f697d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.11947",
    "kind": "arxiv",
    "version": 1
  }
}