Pith Number

pith:UL7I3O54

pith:2026:UL7I3O547EO3AS4WZI24NBKLQZ

not attested not anchored not stored refs pending

OmniPilot: An Uncertainty-Aware LLM Inference Advisor for Heterogeneous GPU Clusters

D. Balamurugan, Thomas W. Bush

arxiv:2607.01579 v1 · 2026-07-02 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UL7I3O547EO3AS4WZI24NBKLQZ}

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	2026-07-03T01:17:02.412030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2fe8dbbbcf91db04b96ca35c6854b8670fdc4fdd2861ba2206b5d2880bb1642

Aliases

arxiv: 2607.01579 · arxiv_version: 2607.01579v1 · doi: 10.48550/arxiv.2607.01579 · pith_short_12: UL7I3O547EO3 · pith_short_16: UL7I3O547EO3AS4W · pith_short_8: UL7I3O54

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/UL7I3O547EO3AS4WZI24NBKLQZ \
  | 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: a2fe8dbbbcf91db04b96ca35c6854b8670fdc4fdd2861ba2206b5d2880bb1642

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd555165f647286ff8567c03b54b6abbcfd1b93a80c99c19bb053912e0a8563f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-07-02T01:23:02Z",
    "title_canon_sha256": "6ecb6fea5151c832698e95e48ed4ec2f5a68d79838193e0691afdbc243692c9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01579",
    "kind": "arxiv",
    "version": 1
  }
}