Pith Number

pith:JL3XDVU4

pith:2024:JL3XDVU4IPU6EYBBP6OUHBGQZZ

not attested not anchored not stored refs pending

LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation

Bunyamin Keles, Murat Gunay, Serdar I.Caglar

arxiv:2407.12126 v2 · 2024-07-16 · cs.CL · 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{JL3XDVU4IPU6EYBBP6OUHBGQZZ}

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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

LLMs-in-the-Loop Part 2: Expert Small AI Models for Anonymization and De-identification of PHI Across Multiple Languages

Receipt and verification

First computed	2026-07-05T08:48:45.465643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af771d69c43e9e260217f9d4384d0ce5902fbcf2ab62a24264dc0c208919ece

Aliases

arxiv: 2407.12126 · arxiv_version: 2407.12126v2 · doi: 10.48550/arxiv.2407.12126 · pith_short_12: JL3XDVU4IPU6 · pith_short_16: JL3XDVU4IPU6EYBB · pith_short_8: JL3XDVU4

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/JL3XDVU4IPU6EYBBP6OUHBGQZZ \
  | 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: 4af771d69c43e9e260217f9d4384d0ce5902fbcf2ab62a24264dc0c208919ece

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee55e96d606815e33739981cb94d1eeb1d1992a20cc8657092740c9d9a7fbde1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-16T19:32:23Z",
    "title_canon_sha256": "8eff2a2b9c8cf131561c958e7ac4cba39f3b2736cf92cc1f1993ca9963224f39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12126",
    "kind": "arxiv",
    "version": 2
  }
}