Record, CLM, bronze and silver
CLM-417525
Received 2026-08-23T16:56:02Z, line 84,611 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 | Marilyn | Marilyn | Unchanged |
| Middle | S | S | Unchanged |
| Last name | King | King | Unchanged |
| Date of birth | ·19701014 | 1970-10-14 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (882) 466-5571 | 8824665571 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7092 Pine Drive | 7092 Pine Dr | Changed |
| City | ·HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-8950 | GRP-8950 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.60
- Name key
- marilyn|king
- Address key
- 7092|pine|houston
- Canonical first
- marilyn
Quality flags
8 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-57749 | 0.94 | Scored | — | Auto-linked |
| ENR-123097 | 0.93 | Scored | — | Auto-linked |
| CLM-417527 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008952
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Marilyn King, 1970-10-14, 5 records, Verified
Evidence
Matched against TPA-57749
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallya91046991c2026-10-19 19:54:38, scoring_agentidentity id MBR-008952, confidence 0.937, method probabilistic, matched record TPA-57749, policy version 1
- Record linked automaticallya6a21a75a72026-10-19 19:52:09, scoring_agentidentity id MBR-008952, confidence 0.937, method probabilistic, matched record TPA-57749, policy version 1
- Record linked automatically77fc29fc8f2026-10-19 19:45:42, scoring_agentidentity id MBR-008952, confidence 0.937, method probabilistic, matched record TPA-57749, policy version 1
- Record linked automaticallyb04c9109a82026-10-19 19:32:31, scoring_agentidentity id MBR-008952, confidence 0.937, method probabilistic, matched record TPA-57749, policy version 1
- Record linked automatically641a8703bd2026-10-19 19:31:28, matching_agentidentity id MBR-002843, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122947