Pith Number

pith:4YFKFN53

pith:2026:4YFKFN53PFVMZOJKSBWZTMGN5Q

not attested not anchored not stored refs pending

Iterating Toward Better Search: A Two-Agent Simulation Framework for Evaluating Agentic Search Architectures in E-Commerce

Dhruv Varma, Ishita Khan, Jayanth Yetukuri, Jetlir Duraj, Qunzhi Zhou, Rui Kong, Shuang Zhou

arxiv:2606.12924 v1 · 2026-06-11 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4YFKFN53PFVMZOJKSBWZTMGN5Q}

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	2026-06-12T01:09:34.569444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e60aa2b7bb796accb92a906d99b0cdec3c83928ac7006dda5f058577eacddf44

Aliases

arxiv: 2606.12924 · arxiv_version: 2606.12924v1 · doi: 10.48550/arxiv.2606.12924 · pith_short_12: 4YFKFN53PFVM · pith_short_16: 4YFKFN53PFVMZOJK · pith_short_8: 4YFKFN53

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/4YFKFN53PFVMZOJKSBWZTMGN5Q \
  | 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: e60aa2b7bb796accb92a906d99b0cdec3c83928ac7006dda5f058577eacddf44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0283d2b02035106a9b74791444b42e6d0c0b360bafa42b8f638aef04c0bdb7ad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-11T05:27:42Z",
    "title_canon_sha256": "57c657b37bb441e48672e36570b1a858a1ebe64cc25ffe72347ba247904f9279"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12924",
    "kind": "arxiv",
    "version": 1
  }
}