verifier

To verify quotes against source documents, you provide your manuscript alongside paths to interview transcripts and literature sources. The tool extracts verifiable items, maps them to sources, and performs exact or near searches to confirm accuracy before generating a final report.

Yes, you can check if paraphrased claims and direct quotes match their cited literature. The system validates that each item is grounded in its referenced source using fast exact matching, fuzzy matching, and optional deep reading for accuracy.

The best way to validate interview transcripts against a manuscript is using a phase-based workflow. This process handles intake, extraction, source mapping, and fast verification, escalating to deep reading when needed to ensure citation accuracy before submission.

Yes, the quote verification process requires fast search tools for exact quotes and fuzzy matching. It also optionally uses a haiku agent for deep reading to confirm accuracy when standard matching is insufficient.

Deep reading with a haiku agent confirms quote accuracy by escalating verification when fast exact or near searches fail. It performs a thorough analysis of the source document to ensure the quote or claim is fully grounded in its context.

You need source-to-quote verification for a qualitative study when preparing a manuscript with interview transcripts and literature citations. It reduces citation errors and ensures consistency by validating direct quotes and paraphrased claims against their sources.