{
  "model_name": "gliner2-crm-ner-v1",
  "base_model": "fastino/gliner2-base-v1",
  "labels": [
    "person",
    "organization",
    "asset",
    "deal",
    "location"
  ],
  "entity_descriptions": {
    "person": "Name of a person, including CRM users, contacts, clients, and employees",
    "organization": "Name of a company, business, institution, or account",
    "asset": "Physical asset such as a machine, equipment, product, or device",
    "deal": "Name of a business deal, opportunity, contract, or renewal",
    "location": "Geographic location, territory, region, or site name"
  },
  "threshold": 0.4,
  "training_data": {
    "total_examples": 318,
    "train_examples": 254,
    "val_examples": 64,
    "datasets": [
      "life_sciences_160",
      "vending_159"
    ]
  },
  "metrics": {
    "zero_shot_f1": 0.5054054054054054,
    "fine_tuned_f1": 0.7228525121555917
  },
  "pipeline_integration": {
    "replaces_stages": "5-7 (mention extraction, grounding, entity resolution)",
    "input": "raw text from normalized_content",
    "output": "entity mentions with types for alias table lookup"
  }
}