The Disambiguation Pass

Before a dossier can be built, the subject must be identified. That step is harder than it sounds, and it is worth explaining exactly how we do it.

When an advisor submits a prospect name, the first thing Wealth Recon does is not look for financial records. It asks a prior question: among all the people in the world who share this name, which one is the person the advisor is asking about? We call this the disambiguation pass.

Why names collide

Common names are the obvious case. John Smith, David Lee, Maria Garcia — these names appear on hundreds of regulatory registrations, public filings, news articles, and property records across the United States. Pulling records on any of them without a confirmed identity tie is not research. It is noise.

But the problem is not limited to common names. Less common names still appear in multiple places in the same metro area. Family members in a business can share a surname and a first initial. Founders name their companies after themselves, and the resulting regulatory filings mention both the person and the entity under the same name. A person who moved between states may have two clusters of public records that look, at first pass, like two different people.

The disambiguation pass exists to navigate all of these cases before any substantive research begins.

How the pass works

Wealth Recon's disambiguation agent receives three inputs: the name as submitted, whatever firm or geographic context the advisor has provided, and any initial signals — a role, a transaction type, a general industry — that came in with the dossier request.

The agent then works through a sequence of resolution checks:

Geographic anchor. Where does the submitted context point? A founder in Westlake, Ohio narrows the field substantially before any record lookup begins.

Employer and role match. Public regulatory filings from FINRA and the SEC list individuals by name, employer, and CRD number. A match against a submitted firm name, even a partial match, is a strong anchor.

Entity match. If the subject is associated with a named company, state corporate records and SEC registrations can confirm whether a person with this name holds an officer or director role at that entity.

Property-of-record confirmation. County recorder instruments are tied to name and address. A confirmed property transaction in the expected geography, matched to a name, is an independent anchor that does not depend on the regulatory record.

Professional network corroboration. Public professional profiles often list role, employer, geography, and education in a way that independently corroborates the regulatory and property record.

Each confirmed anchor contributes to the confidence score. The agent assigns a probability to the identification, not a binary pass or fail, because real-world records are messy. A clean confirmation across all five anchors pushes the score above 90. Two confirmed anchors with one partial match may land at 78 and trigger the Low Signal threshold.

The John Smith example

The sample dossier available on this site walks through this process for a real case: John R. Smith, founder of Cuyahoga Industrial Services, Inc., Westlake, Ohio.

There are 84 other individuals named John Smith with public records that could plausibly match an initial search. The disambiguation agent resolved the correct subject at a confidence of 0.96 using the combination of geographic anchor, employer match against the Ohio Secretary of State corporate registry, a FINRA arbitration record tied to the entity, and a county property transfer in Westlake that matched the known business address.

That 0.96 identification certainty becomes part of the dossier cover page. The full resolution log, showing each anchor and its weight, is available in the source manifest.

What happens when the pass fails

If the disambiguation pass cannot reach sufficient confidence — if the name is ambiguous, the geographic context is thin, or the available records do not converge — the dossier still builds, but it ships as Low Signal. The credit refunds. The cover page carries the identification certainty and flags which anchors could not be confirmed.

In some cases, the advisor has information the system does not: a direct referral source, a known CRD number, a confirmed professional address. Providing that context in a follow-up request can resolve a Low Signal result cleanly.

The pass is never skipped. A dossier built on an unconfirmed identity is a liability, not a resource. The disambiguation step is not overhead. It is the work.