| name | cluster_reduce_synthesis |
| description | 将多个源的结构化提取结果，进行聚类合并压缩。
输出 cluster summaries + contradictions + consensus。
|
| version | 1.0 |
| dependencies | {} |
| inputs | [{"extracted_list":"list"},{"user_query":"str"},{"max_clusters":"int"}] |
| outputs | [{"reduced_json":"dict"}] |
cluster_reduce_synthesis
Purpose
将多个源 extracted_json 综合成主题聚类，输出结构化 cluster。
使用分步 synthesis 来可控，避免 token 爆炸。
Output Schema (JSON)
{
"query": "",
"clusters": [
{
"cluster_id": "C1",
"topic": "",
"summary": "",
"merged_claims": [
{
"claim": "",
"supporting_sources": ["S1", "S3"],
"evidence": "",
"confidence": 0.0
}
],
"key_results": [
{
"result": "",
"metric": "",
"value": "",
"sources": ["S2"]
}
]
}
],
"consensus_points": [
{
"point": "",
"sources": ["S1", "S4"]
}
],
"contradictions": [
{
"issue": "",
"side_a": {"claim": "", "sources": ["S1"]},
"side_b": {"claim": "", "sources": ["S2"]},
"notes": ""
}
],
"open_questions": [],
"recommended_next_search": []
}
Reduction Rules
- cluster 数量不超过 max_clusters
- 每个 cluster summary 必须综合多个源，而不是只改写某篇 summary
- contradictions 必须明确指出冲突双方来源
- supporting_sources 必须真实存在
Prompt Style
