Pith Number

pith:ZA4S2CLG

pith:2026:ZA4S2CLGRBD5XNIYFC2IZ6FXMV

not attested not anchored not stored refs pending

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation

Chitral Patil

arxiv:2606.11690 v1 · 2026-06-10 · cs.DC · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZA4S2CLGRBD5XNIYFC2IZ6FXMV}

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	2026-06-11T01:10:02.934669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8392d09668847dbb51828b48cf8b7657c6500d1906b41c8fb5d78faf21ad36d

Aliases

arxiv: 2606.11690 · arxiv_version: 2606.11690v1 · doi: 10.48550/arxiv.2606.11690 · pith_short_12: ZA4S2CLGRBD5 · pith_short_16: ZA4S2CLGRBD5XNIY · pith_short_8: ZA4S2CLG

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/ZA4S2CLGRBD5XNIYFC2IZ6FXMV \
  | 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: c8392d09668847dbb51828b48cf8b7657c6500d1906b41c8fb5d78faf21ad36d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8caeee1bdbdf15aa7892ea6498bb13781fc64b4e772461e6e303492412aa4802",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-06-10T06:07:24Z",
    "title_canon_sha256": "b669def0d9009aa52dc31c7d6426c13b28aa6941dda45a04de03d9898f6c4eb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11690",
    "kind": "arxiv",
    "version": 1
  }
}