Pith Number

pith:L5G65FSX

pith:2024:L5G65FSX6BFKREO2QUS7NAMJCJ

not attested not anchored not stored refs pending

Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines

AhmedElmogtaba Abdelaziz, Hassan Sawaf, Mohamed Al-Badrashiny, Thiago castro Ferreira, Yunsu Kim

arxiv:2412.14684 v2 · 2024-12-19 · cs.AI · cs.HC · 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{L5G65FSX6BFKREO2QUS7NAMJCJ}

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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.

Cited by

1 paper in Pith

Agentic AI framework for End-to-End Medical Data Inference

Receipt and verification

First computed	2026-07-05T11:20:49.086308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f4dee9657f04aa891da8525f6818912510b1f7829679de0769b9e2b8342d6b5

Aliases

arxiv: 2412.14684 · arxiv_version: 2412.14684v2 · doi: 10.48550/arxiv.2412.14684 · pith_short_12: L5G65FSX6BFK · pith_short_16: L5G65FSX6BFKREO2 · pith_short_8: L5G65FSX

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/L5G65FSX6BFKREO2QUS7NAMJCJ \
  | 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: 5f4dee9657f04aa891da8525f6818912510b1f7829679de0769b9e2b8342d6b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80fb5757c85587c92ff25f91ced71b4eaab9907a901a6ea22a74edea5b781df9",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-19T09:36:33Z",
    "title_canon_sha256": "bdad52486fbd1ef523e72246e8c6b3041f9619b1c19361db9140c19e854b6234"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14684",
    "kind": "arxiv",
    "version": 2
  }
}