Pith Number

pith:4HQHCDQ4

pith:2026:4HQHCDQ4OUYFBSXV5J47AFSNPP

not attested not anchored not stored refs pending

CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models

Athanasios N. Nikolakopoulos, Bharat Bojja, Bryan Zhang, Chih-Chi Chou, Dan Liu, Fatemeh Mansoori, Jing Zhang, Peng Gao, Pranav Souri Itabada, Sameer Thombare, Sarath Chander, Tarik Arici, Umit Batur, Yu (Xuan) Tang, Zhenming Wang, Zhu Cheng

arxiv:2607.14396 v1 · 2026-07-15 · 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{4HQHCDQ4OUYFBSXV5J47AFSNPP}

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	2026-07-17T00:21:10.615622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1e0710e1c753050caf5ea79f0164d7bd0d0db6e33f5758fb3e1b1ee1f83e074

Aliases

arxiv: 2607.14396 · arxiv_version: 2607.14396v1 · doi: 10.48550/arxiv.2607.14396 · pith_short_12: 4HQHCDQ4OUYF · pith_short_16: 4HQHCDQ4OUYFBSXV · pith_short_8: 4HQHCDQ4

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/4HQHCDQ4OUYFBSXV5J47AFSNPP \
  | 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: e1e0710e1c753050caf5ea79f0164d7bd0d0db6e33f5758fb3e1b1ee1f83e074

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3b3af8b7caf97e53c33fd12cc118b179ea829b1909b2d5a2f6f5cee4c5c5fc7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-15T22:20:59Z",
    "title_canon_sha256": "26045e02ce4f70ebada31b93da389a7862ef74010022b489713843d1a2d61366"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14396",
    "kind": "arxiv",
    "version": 1
  }
}