Pith Number

pith:YME3IG6X

pith:2026:YME3IG6XQON7NCNIL7ZCBU3PZ7

not attested not anchored not stored refs pending

Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment

Clara Na, Constantine Samaras, Emma Strubell, Jared Fernandez, Yonatan Bisk

arxiv:2606.07632 v1 · 2026-05-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YME3IG6XQON7NCNIL7ZCBU3PZ7}

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	2026-06-09T00:04:45.274419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c309b41bd7839bf689a85ff220d36fcfe85d6582f85e5189f7f17b3ae482c3b4

Aliases

arxiv: 2606.07632 · arxiv_version: 2606.07632v1 · doi: 10.48550/arxiv.2606.07632 · pith_short_12: YME3IG6XQON7 · pith_short_16: YME3IG6XQON7NCNI · pith_short_8: YME3IG6X

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/YME3IG6XQON7NCNIL7ZCBU3PZ7 \
  | 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: c309b41bd7839bf689a85ff220d36fcfe85d6582f85e5189f7f17b3ae482c3b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "376e3b13f960144a2e8f4adfe318398f684e1a546053d0b1cbc98840f4e798de",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-31T05:58:12Z",
    "title_canon_sha256": "fc619ad0268be8f43e2d8ad8a064fb376420dbfa30feb13f8d394d2ee40694b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07632",
    "kind": "arxiv",
    "version": 1
  }
}