Record, CLM, bronze and silver
CLM-403266
Received 2026-07-30T09:10:35Z, line 6,289 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 | KENNETH | Kenneth | Changed |
| Middle | — | — | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 19990406 | 1999-04-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-97521-32 | UHC-97521-32 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 447.477.4516 | 4474774516 | Parsed |
| — | — | Unchanged | |
| Address | 6394 BASELINE RD | 6394 Baseline Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85234 | 85234 | Unchanged |
| Group | GRP-8790 | GRP-8790 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- kenneth|cooper
- Address key
- 6394|baseline|85234
- Canonical first
- kenneth
Quality flags
6 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
- 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-51417 | 1.00 | Scored | — | Auto-linked |
| CLM-403267 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403268 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104242 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005048
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kenneth Cooper, 1999-04-06, 5 records, Verified
Evidence
Matched against TPA-51417
| 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
4 hash-chained entries for this record
- Record linked automaticallyfc0c71856c2026-10-19 19:54:38, scoring_agentidentity id MBR-005048, confidence 1, method probabilistic, matched record TPA-51417, policy version 1
- Record linked automatically909d5786a62026-10-19 19:52:08, scoring_agentidentity id MBR-005048, confidence 1, method probabilistic, matched record TPA-51417, policy version 1
- Record linked automatically3f9eab41a62026-10-19 19:45:42, scoring_agentidentity id MBR-005048, confidence 1, method probabilistic, matched record TPA-51417, policy version 1
- Record linked automaticallyf620dfb1702026-10-19 19:32:31, scoring_agentidentity id MBR-005048, confidence 1, method probabilistic, matched record TPA-51417, policy version 1