Pith Number

pith:G67W3NQX

pith:2026:G67W3NQXQVIURKCHU6VD2XOUE4

not attested not anchored not stored refs pending

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs

Byeongkyu Jeon, Daejin Choi, Jinyoung Han, Kihyeon Jeong, Minhan Cho, Soyoung park

arxiv:2608.08467 v1 · 2026-08-09 · cs.AI · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G67W3NQXQVIURKCHU6VD2XOUE4}

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	2026-08-11T01:22:42.457285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37bf6db617855148a847a7aa3d5dd42738176515ab20ba30dd080e473997e621

Aliases

arxiv: 2608.08467 · arxiv_version: 2608.08467v1 · doi: 10.48550/arxiv.2608.08467 · pith_short_12: G67W3NQXQVIU · pith_short_16: G67W3NQXQVIURKCH · pith_short_8: G67W3NQX

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/G67W3NQXQVIURKCHU6VD2XOUE4 \
  | 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: 37bf6db617855148a847a7aa3d5dd42738176515ab20ba30dd080e473997e621

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9945e1b22878c7e5fb38c8328b57dcb51501e9aa350bbf222982b176f82deb7d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-09T04:17:12Z",
    "title_canon_sha256": "177f13447c70d65f625b86ca8aadfb3d0945b951f061d40987d17c65a881ac88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.08467",
    "kind": "arxiv",
    "version": 1
  }
}