Record, CLM, bronze and silver
CLM-404808
Received 2026-04-28T14:59:42Z, line 26,243 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 | Fowler, Michelle | Michelle | Changed |
| Middle | I. | I | Changed |
| Last name | — | Fowler | Changed |
| Date of birth | 09/08/1981 | 1981-09-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-63795-99 | UHC-63795-99 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| michelle.fowler@proton.me | michelle.fowler@proton.me | Unchanged | |
| Address | 2988 CENTRAL AVENUE | 2988 Central Ave | Changed |
| City | ·PHOENIX | Phoenix | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85015 | 85015 | Unchanged |
| Group | null·· | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.34
- Name key
- michelle|fowler
- Address key
- 2988|central|85015
- Canonical first
- michelle
Quality flags
9 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-21395 | 1.00 | Scored | — | Auto-linked |
| CLM-404809 | 1.00 | Scored | — | Auto-linked |
| ENR-106339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028157
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Fowler, 1981-09-08, 4 records, Verified
Evidence
Matched against PRV-21395
| 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 automatically9c668189c42026-10-19 19:54:38, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record PRV-21395, policy version 1
- Record linked automatically88c9ebdf242026-10-19 19:52:09, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record PRV-21395, policy version 1
- Record linked automatically9c7e8927cf2026-10-19 19:45:42, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record PRV-21395, policy version 1
- Record linked automatically50ed7d0ee22026-10-19 19:32:31, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record PRV-21395, policy version 1
- Record linked automaticallyd411a929a52026-10-19 19:31:28, matching_agentidentity id MBR-016534, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106282