Pith Number

pith:TYF65ETQ

pith:2026:TYF65ETQMTADLKZ5FOCV4Y4XIF

not attested not anchored not stored refs pending

Constraint-Bound Agnostic Bayesian Optimization: One Model for All Thresholds

Handing Wang, Jin Wang, Xi Lin

arxiv:2607.23448 v1 · 2026-07-26 · cs.NE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TYF65ETQMTADLKZ5FOCV4Y4XIF}

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	2026-07-28T01:22:53.302399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e0bee927064c035ab3d2b855e6397415a84d9ba3db778fbc19616030d232118

Aliases

arxiv: 2607.23448 · arxiv_version: 2607.23448v1 · doi: 10.48550/arxiv.2607.23448 · pith_short_12: TYF65ETQMTAD · pith_short_16: TYF65ETQMTADLKZ5 · pith_short_8: TYF65ETQ

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/TYF65ETQMTADLKZ5FOCV4Y4XIF \
  | 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: 9e0bee927064c035ab3d2b855e6397415a84d9ba3db778fbc19616030d232118

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b63fb1aaeee16e4907dff026530618569ff9a7d44236d7406d4e377e98437c7a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2026-07-26T04:13:43Z",
    "title_canon_sha256": "8f8a3d88a11fb9f42bad55a04c85c52251d5e31975693b9f83bc356eac725d7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23448",
    "kind": "arxiv",
    "version": 1
  }
}