Pith Number

pith:QBCMDKPC

pith:2026:QBCMDKPCZYNEAJ7H3MUSRYMQNO

not attested not anchored not stored refs pending

Multi-Agent Routing as Set-Valued Prediction: A WildChat Benchmark and Cost-Aware Evaluation

Ananto Nayan Bala, Faisal Muhammad Shah

arxiv:2606.28925 v1 · 2026-06-27 · cs.LG · cs.AI · cs.IR · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QBCMDKPCZYNEAJ7H3MUSRYMQNO}

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	2026-06-30T01:17:45.603568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8044c1a9e2ce1a4027e7db2928e1906b829f4e4a9cad1780e9f5b22a8048865c

Aliases

arxiv: 2606.28925 · arxiv_version: 2606.28925v1 · doi: 10.48550/arxiv.2606.28925 · pith_short_12: QBCMDKPCZYNE · pith_short_16: QBCMDKPCZYNEAJ7H · pith_short_8: QBCMDKPC

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/QBCMDKPCZYNEAJ7H3MUSRYMQNO \
  | 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: 8044c1a9e2ce1a4027e7db2928e1906b829f4e4a9cad1780e9f5b22a8048865c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c90b1a8f47af8f3596f4e901084fb461aeb32ddf63de50983e9239b588ace680",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-27T13:59:46Z",
    "title_canon_sha256": "2bc3f67ffa4ce4a5653783f25edab8b23a58b8f1f84418be94a6a730bfaad81b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28925",
    "kind": "arxiv",
    "version": 1
  }
}