Record, CLM, bronze and silver
CLM-413981
Received 2026-04-19T19:08:22Z, line 44,664 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KAYLA | Kayla | Changed |
| Middle | H. | H | Changed |
| Last name | WATKINS | Watkins | Changed |
| Date of birth | 1977-02-06 | 1977-02-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9472 | •••-••-9472 | Unchanged |
| Phone | 9958588 | — | Cleared |
| KAYLA.WATKINS@GMAIL.COM | kayla.watkins@gmail.com | Changed | |
| Address | 5154 HARBOR BOULEVARD | 5154 Harbor Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85267 | 85267 | Unchanged |
| Group | GRP-4197 | GRP-4197 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- kayla|watkins
- Address key
- 5154|harbor|85267
- Canonical first
- kayla
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-118304 | 1.00 | Scored | — | Auto-linked |
| TPA-56172 | 1.00 | Scored | — | Auto-linked |
| CLM-413982 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-118303 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026701
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Watkins, 1977-02-06, 5 records, Verified
Evidence
Matched against ENR-118304
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5829ffb4912026-10-19 19:54:38, scoring_agentidentity id MBR-026701, confidence 1, method probabilistic, matched record ENR-118304, policy version 1
- Record linked automaticallyda4465536d2026-10-19 19:52:09, scoring_agentidentity id MBR-026701, confidence 1, method probabilistic, matched record ENR-118304, policy version 1
- Record linked automaticallyc5804a59322026-10-19 19:45:42, scoring_agentidentity id MBR-026701, confidence 1, method probabilistic, matched record ENR-118304, policy version 1
- Record linked automatically6f95a367ff2026-10-19 19:32:31, scoring_agentidentity id MBR-026701, confidence 1, method probabilistic, matched record ENR-118304, policy version 1
- Record linked automatically232d8f5c552026-10-19 19:31:28, matching_agentidentity id MBR-019707, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118367