Record, CLM, bronze and silver
CLM-412732
Received 2026-03-03T12:00:45Z, line 84,405 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 | AMBER | Amber | Changed |
| Middle | — | — | Unchanged |
| Last name | KENNEDY | Kennedy | Changed |
| Date of birth | 02/27/1969 | 1969-02-27 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC0098353 | UHC-00983-53 | Parsed |
| SSN | ···· | — | Unchanged |
| Phone | 6622072429 | 6622072429 | Unchanged |
| amber.kennedy95@gmail.com | amber.kennedy95@gmail.com | Unchanged | |
| Address | 1169 APACHE BOULEVARD·· | 1169 Apache Blvd | Changed |
| City | Los Angeles·· | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | ·90098-1726 | 90098 | Changed |
| Group | GRP-1816 | GRP-1816 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.60
- Name key
- amber|kennedy
- Address key
- 1169|apache|90098
- Canonical first
- amber
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-55598 | 0.99 | Scored | — | Auto-linked |
| TPA-55597 | 0.99 | Scored | — | Auto-linked |
| ENR-116724 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-23677 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009362
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Amber Kennedy, 1969-02-27, 5 records, Verified
Evidence
Matched against TPA-55598
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically58d88595152026-10-19 19:54:38, scoring_agentidentity id MBR-009362, confidence 0.993, method probabilistic, matched record TPA-55598, policy version 1
- Record linked automaticallyf39093a7072026-10-19 19:52:09, scoring_agentidentity id MBR-009362, confidence 0.993, method probabilistic, matched record TPA-55598, policy version 1
- Record linked automaticallyb00d46fb9c2026-10-19 19:45:42, scoring_agentidentity id MBR-009362, confidence 0.993, method probabilistic, matched record TPA-55598, policy version 1
- Record linked automaticallye5472bc1192026-10-19 19:32:31, scoring_agentidentity id MBR-009362, confidence 0.993, method probabilistic, matched record TPA-55598, policy version 1
- Record linked automatically50bfc6bbf62026-10-19 19:31:28, matching_agentidentity id MBR-018859, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116831