Record, CLM, bronze and silver
CLM-428908
Received 2026-06-01T06:53:50Z, line 19,575 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 | JANICE | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | ROSE | Rose | Changed |
| Date of birth | 19620721 | 1962-07-21 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 852-303-2895 | 8523032895 | Parsed |
| — | — | Unchanged | |
| Address | 4623 HIGHLAND AVENUE | 4623 Highland Ave | Changed |
| City | ·Chandler | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85234 | 85234 | Unchanged |
| Group | GRP-9181 | GRP-9181 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- janice|rose
- Address key
- 4623|highland|85234
- Canonical first
- janice
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-62772 | 1.00 | Scored | — | Auto-linked |
| CLM-428909 | 1.00 | Scored | — | Auto-linked |
| ENR-137896 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005311
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Janice Rose, 1962-07-21, 4 records, Verified
Evidence
Matched against ENR-137896
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd6ea9f04532026-10-19 19:54:38, scoring_agentidentity id MBR-005311, confidence 1, method probabilistic, matched record ENR-137896, policy version 1
- Record linked automatically0fb72533e22026-10-19 19:52:08, scoring_agentidentity id MBR-005311, confidence 1, method probabilistic, matched record ENR-137896, policy version 1
- Record linked automaticallydee5b7368a2026-10-19 19:45:42, scoring_agentidentity id MBR-005311, confidence 1, method probabilistic, matched record ENR-137896, policy version 1
- Record linked automaticallyec831ebce62026-10-19 19:32:31, scoring_agentidentity id MBR-005311, confidence 1, method probabilistic, matched record ENR-137896, policy version 1
- Record linked automatically21afdd305d2026-10-19 19:31:28, scoring_agentidentity id MBR-024281, confidence 1, method probabilistic, matched record ENR-138171, policy version 1