Record, CLM, bronze and silver
CLM-412602
Received 2026-02-16T03:40:01Z, line 23,184 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bleck | Bleck | Unchanged |
| Date of birth | 19490219 | 1949-02-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 228 931 8389 | 2289318389 | Parsed |
| — | — | Unchanged | |
| Address | 8359 Desert Sky Boulevard | 8359 Desert Sky Blvd | Changed |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32287·· | 32287 | Changed |
| Group | GRP-3535 | GRP-3535 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- emily|bleck
- Address key
- 8359|desert sky|32287
- Canonical first
- emily
Quality flags
6 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
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013434
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Emily Black, 1949-02-19, 3 records, Verified
Evidence
Matched against TPA-55541
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 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 automaticallydef36fc23e2026-10-22 12:43:54, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record TPA-55541, policy version 1
- Record linked automaticallybfcf49c2172026-10-19 19:54:38, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record TPA-55541, policy version 1
- Record linked automatically5ee89ec9ad2026-10-19 19:52:09, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record TPA-55541, policy version 1
- Record linked automaticallydb69b034ff2026-10-19 19:45:42, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record TPA-55541, policy version 1
- Record linked automatically472ccaf3d52026-10-19 19:32:31, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record TPA-55541, policy version 1
- Record linked automatically8ea5964b432026-10-19 19:31:28, scoring_agentidentity id MBR-014764, confidence 0.984, method probabilistic, matched record TPA-55548, policy version 1