Record, CLM, bronze and silver
CLM-432598
Received 2026-05-31T21:34:46Z, line 16,030 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Collins·· | Collins | Changed |
| Date of birth | 1941-03-23 | 1941-03-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 284-813-0637 | 2848130637 | Parsed |
| null | — | Cleared | |
| Address | 4149 CHURCH STREET | 4149 Church St | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55328 | 55328 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- joyce|collins
- Address key
- 4149|church|55328
- Canonical first
- joyce
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-142788 | 1.00 | Scored | — | Auto-linked |
| CLM-432597 | 1.00 | Scored | — | Auto-linked |
| TPA-64380 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003912
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Collins, 1941-03-23, 4 records, Verified
Evidence
Matched against CLM-432597
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically056972cabb2026-10-22 12:43:53, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432597, policy version 1
- Record linked automatically70048af2922026-10-19 19:54:38, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432597, policy version 1
- Record linked automatically9062f0cac42026-10-19 19:52:08, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432597, policy version 1
- Record linked automaticallyf6868a8f052026-10-19 19:45:42, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432597, policy version 1
- Record linked automatically5b44495f9b2026-10-19 19:32:31, scoring_agentidentity id MBR-003912, confidence 1, method probabilistic, matched record CLM-432597, policy version 1
- Record linked automaticallyd88eb9465d2026-10-19 19:31:28, matching_agentidentity id MBR-033890, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142979