用于风险/市场事件抽取的事件抽取原子 skill,适用于通用行业信息抽取场景。
本 Skill 支持多种金融文本数据输入格式,核心数据来源包括:
说明:本 Skill 不包含数据采集功能,需要用户提供清洗后的文本数据。建议文档包含完整的事件描述,以便进行准确的事件抽取。
本 Skill 提供全面的事件抽取能力,涵盖多种抽取功能:
{
"source_info": {
"document_id": "DOC001",
"document_type": "announcement",
"source_file": "announcement.pdf",
"publish_date": "2024-03-15"
},
"events": [
{
"event_id": "EVT001",
"event_type": "risk_event",
"event_subtype": "default",
"event_description": "公司发生债务违约事件",
"timestamp": "2024-03-10",
"time_expression": "2024年3月10日",
"confidence": 0.95,
"severity": "high",
"entities": [
{"type": "company", "name": "示例公司", "role": "subject"},
{"type": "amount", "value": 50000000, "currency": "CNY"}
],
"location": null,
"status": "ongoing",
"impact": {
"scope": "company",
"description": "可能影响公司信用评级和融资能力"
}
},
{
"event_id": "EVT002",
"event_type": "regulatory_event",
"event_subtype": "penalty",
"event_description": "收到监管部门的行政处罚",
"timestamp": "2024-03-12",
"time_expression": "2024年3月12日",
"confidence": 0.92,
"severity": "medium",
"entities": [
{"type": "company", "name": "示例公司", "role": "subject"},
{"type": "organization", "name": "证监会", "role": "regulator"}
],
"location": null,
"status": "completed",
"impact": {
"scope": "company",
"description": "可能影响公司声誉和合规评级"
}
}
],
"event_relations": [
{
"source_event": "EVT001",
"target_event": "EVT002",
"relation_type": "related",
"description": "债务违约可能导致监管关注"
}
],
"statistics": {
"total_events": 2,
"event_types": ["risk_event", "regulatory_event"],
"high_severity_count": 1,
"medium_severity_count": 1
}
}