def answer_with_citations(query, docs):
    return {'answer': ..., 'citations': [...]} 

1. search the supplied evidence
2. bind the answer to its source ID
3. abstain when context is absent

• Use only the Python standard library.
• Return deterministic values so every run can be compared with the contract.
• Do not mutate caller-owned inputs.