Pith Number

pith:DPGVRP7Z

pith:2026:DPGVRP7ZBFDNRSQR7AORBJHPTJ

not attested not anchored not stored refs pending

Uncertainty-Aware Sequential Decision Rules for Event-Triggered LLM Invocation in Streaming Systems

Zhaohui Wang

arxiv:2607.13048 v1 · 2026-06-27 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DPGVRP7ZBFDNRSQR7AORBJHPTJ}

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	2026-07-16T00:21:53.476603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bcd58bff90946d8ca11f81d10a4ef9a426cd4ec5cf9208cd9b322f8dd36add3

Aliases

arxiv: 2607.13048 · arxiv_version: 2607.13048v1 · doi: 10.48550/arxiv.2607.13048 · pith_short_12: DPGVRP7ZBFDN · pith_short_16: DPGVRP7ZBFDNRSQR · pith_short_8: DPGVRP7Z

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/DPGVRP7ZBFDNRSQR7AORBJHPTJ \
  | 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: 1bcd58bff90946d8ca11f81d10a4ef9a426cd4ec5cf9208cd9b322f8dd36add3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5417930f1cc33c8a841e81a54a7931fca70697a8dcbc86042803b95dd8a31d63",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-27T08:18:09Z",
    "title_canon_sha256": "f9f23a367218f9fcfe6072604c9671bd9d4ea2fc05dbe23c196df47eeffd3ad4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.13048",
    "kind": "arxiv",
    "version": 1
  }
}