Pith Number

pith:W5WWONE4

pith:2026:W5WWONE4W56ZBKHP47XSGZGAXF

not attested not anchored not stored refs pending

Customer-Agent: Overcoming Context Limitations in Ultra-Long Shopping Trajectories via Tool-Augmented Agents and RLVR

Anurag Kashyap, Besnik Fetahu, Bing Yin, Hejie Cui, Hongye Liu, Ricardo Henao, Rongmei Lin

arxiv:2606.07995 v1 · 2026-06-06 · 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{W5WWONE4W56ZBKHP47XSGZGAXF}

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	2026-06-09T01:05:21.930047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b76d67349cb77d90a8efe7ef2364c0b97cbc457f65287b1a2177b94a4c0ac249

Aliases

arxiv: 2606.07995 · arxiv_version: 2606.07995v1 · doi: 10.48550/arxiv.2606.07995 · pith_short_12: W5WWONE4W56Z · pith_short_16: W5WWONE4W56ZBKHP · pith_short_8: W5WWONE4

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/W5WWONE4W56ZBKHP47XSGZGAXF \
  | 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: b76d67349cb77d90a8efe7ef2364c0b97cbc457f65287b1a2177b94a4c0ac249

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9508109c3f5c096ee32f62fee4b996e3e2ab0ab27d7412de20c4d00c8616378a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-06T06:22:07Z",
    "title_canon_sha256": "3d7965bda0a4bcffe0d984f409d2af2a1d7fc3ea728077804c36814bf86cb607"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07995",
    "kind": "arxiv",
    "version": 1
  }
}