Record, CLM, bronze and silver
CLM-404809
Received 2026-08-23T19:12:44Z, line 15,155 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | FOWLER | Fowler | Changed |
| Date of birth | ·1981-09-08 | 1981-09-08 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 500-364-6441 | 5003646441 | Parsed |
| - | — | Cleared | |
| Address | 2988 Central Avenue | 2988 Central Ave | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85015 | 85015 | Unchanged |
| Group | GRP-9447 | GRP-9447 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- michelle|fowler
- Address key
- 2988|central|85015
- Canonical first
- michelle
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-404808 | 1.00 | Scored | — | Auto-linked |
| PRV-21395 | 1.00 | Scored | — | Auto-linked |
| ENR-106339 | 1.00 | Scored | — | 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 CLM-404808
| 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 automatically046f08c1ad2026-10-19 19:54:38, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record CLM-404808, policy version 1
- Record linked automatically2f1d226dbf2026-10-19 19:52:09, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record CLM-404808, policy version 1
- Record linked automatically0ea8ca43772026-10-19 19:45:42, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record CLM-404808, policy version 1
- Record linked automatically8893ff2d492026-10-19 19:32:31, scoring_agentidentity id MBR-028157, confidence 1, method probabilistic, matched record CLM-404808, policy version 1
- Record linked automatically5f7b74294e2026-10-19 19:31:28, scoring_agentidentity id MBR-038862, confidence 1, method probabilistic, matched record TPA-52145, policy version 1