Pith Number

pith:MLA5OCAE

pith:2026:MLA5OCAEJZTAMUZPM2QKOKOFYO

not attested not anchored not stored refs pending

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls

Juena Ahmed Noshin, Khandaker Rifah Tasnia, Md Arifur Rahman, Md Ashikur Rahman, Niamul Hassan Samin, Sifat Rahman Ahona

arxiv:2607.24343 v1 · 2026-07-27 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MLA5OCAEJZTAMUZPM2QKOKOFYO}

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	2026-07-28T02:23:58.440572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62c1d708044e6606532f66a0a729c5c39f1c84de4d769aa48024a0ff228c27be

Aliases

arxiv: 2607.24343 · arxiv_version: 2607.24343v1 · doi: 10.48550/arxiv.2607.24343 · pith_short_12: MLA5OCAEJZTA · pith_short_16: MLA5OCAEJZTAMUZP · pith_short_8: MLA5OCAE

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/MLA5OCAEJZTAMUZPM2QKOKOFYO \
  | 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: 62c1d708044e6606532f66a0a729c5c39f1c84de4d769aa48024a0ff228c27be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf1db458dc00ed4f2663d375902e3337cb2f72adbe1e61f3571453f80e0768db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-27T12:21:18Z",
    "title_canon_sha256": "aa62fcaf99889e626d8038267f3e546159ecc1e5f06de7283ccc8ac8355dfd57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24343",
    "kind": "arxiv",
    "version": 1
  }
}