agrag.ingestion.resolve.resolver.ResolutionResult

Bases: BaseModel

The groups, non-exact evidence, and failure counts of one pass.

Attributes:

• groups (list[ResolutionGroup]) – One group per transitively connected mention set.
• matches (list[ResolvedMatch]) – Evidence for every confirmed non-exact pair.
• ambiguous_count (int) – LLM answers that were uncertain, missing, or malformed. These pairs never merge.
• failed_llm_requests (int) – LLM verification requests that errored. Their pairs are undecided.
• cap_truncated_pairs (int) – Boundary pairs that never reached the LLM because of the per-label pair cap. They are undecided.
• llm_unavailable_pairs (int) – Boundary pairs skipped because no LLM settings were found or the resolver has no LLM comparator.
• unresolved_pairs (list[tuple[int, int]]) – Every pair the resolver could not decide, sorted as (left_index, right_index) with the lower index first.

ambiguous_count

ambiguous_count: int = 0

cap_truncated_pairs

cap_truncated_pairs: int = 0

failed_llm_requests

failed_llm_requests: int = 0

groups

groups: list[ResolutionGroup]

llm_unavailable_pairs

llm_unavailable_pairs: int = 0

matches

matches: list[ResolvedMatch]

unresolved_pairs

unresolved_pairs: list[tuple[int, int]] = Field(default_factory=list)