Record, CLM, bronze and silver
CLM-401652
Received 2026-10-17T23:26:15Z, line 39,094 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 | Parker, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Parker | Changed |
| Date of birth | 1986-10-21 | 1986-10-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-44890-54 | UHC-44890-54 | Unchanged |
| SSN | •••-••-8632 | •••-••-8632 | Unchanged |
| Phone | 849-510-8221 | 8495108221 | Parsed |
| lauren.parker86@outlook.com | lauren.parker86@outlook.com | Unchanged | |
| Address | 4890 Ocean Avenue | 4890 Ocean Ave | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78243 | 78243 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- lauren|parker
- Address key
- 4890|ocean|78243
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-50719 | 1.00 | Scored | — | Auto-linked |
| CLM-401653 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102153 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020344
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Parker, 1986-10-21, 4 records, Verified
Evidence
Matched against TPA-50719
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf3b3168d5f2026-10-19 19:54:38, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automaticallyc693cd294e2026-10-19 19:52:09, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automaticallyf8c7e6b8962026-10-19 19:45:42, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automaticallye3557725262026-10-19 19:32:31, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automatically78181490432026-10-19 19:31:28, scoring_agentidentity id MBR-005799, confidence 1, method probabilistic, matched record TPA-50725, policy version 1