Pith Number

pith:GOCSOIDI

pith:2026:GOCSOIDIAKWWWLNSICRDETFTGK

not attested not anchored not stored refs pending

When Does LLM Orchestration Pay Off? A Controlled Evaluation of Accuracy, Cost, and Task Difficulty

Jana Gonnermann-M\"uller, Nicolas Leins, Nico Pelleriti, Sebastian Pokutta

arxiv:2608.00685 v1 · 2026-08-01 · 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{GOCSOIDIAKWWWLNSICRDETFTGK}

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	2026-08-04T01:54:39.505932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

338527206802ad6b2db240a2324cb332954a7c76206bbae349ca47c5a7827a5e

Aliases

arxiv: 2608.00685 · arxiv_version: 2608.00685v1 · doi: 10.48550/arxiv.2608.00685 · pith_short_12: GOCSOIDIAKWW · pith_short_16: GOCSOIDIAKWWWLNS · pith_short_8: GOCSOIDI

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/GOCSOIDIAKWWWLNSICRDETFTGK \
  | 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: 338527206802ad6b2db240a2324cb332954a7c76206bbae349ca47c5a7827a5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1758329922d770d4d74a57a05dbe579fada94a03e423870da71b46f19b4e06e3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-01T14:14:12Z",
    "title_canon_sha256": "b59e2b8d01ba2ab0b0219c6514ed179be7793217cba2c5ed5eaf277a7c7efe24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00685",
    "kind": "arxiv",
    "version": 1
  }
}