Record, CLM, bronze and silver
CLM-402079
Received 2026-03-01T15:56:17Z, line 50,518 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 | Lawrence, Carlos | Carlos | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lawrence | Changed |
| Date of birth | 9157-09-19 | — | Cleared |
| Gender | Male·· | M | Parsed |
| Member ID | UHC6626980 | UHC-66269-80 | Parsed |
| SSN | •••-••-3512 | •••-••-3512 | Unchanged |
| Phone | 5612407521 | 5612407521 | Unchanged |
| — | — | Unchanged | |
| Address | 6107 Mountain View Drive | 6107 Mountain View Dr | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85015 | 85015 | Unchanged |
| Group | GRP-5005 | GRP-5005 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.38
- Name key
- carlos|lawrence
- Address key
- 6107|mountain view|85015
- Canonical first
- carlos
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-50884 | 1.00 | Scored | — | Auto-linked |
| CLM-402078 | 0.99 | Scored | — | Auto-linked |
| CLM-402080 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016751
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Lawrence, 1957-09-19, 4 records, Verified
Evidence
Matched against TPA-50884
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb9f9755d2f2026-10-19 19:54:38, scoring_agentidentity id MBR-016751, confidence 1, method probabilistic, matched record TPA-50884, policy version 1
- Record linked automaticallyc61f13d81b2026-10-19 19:52:09, scoring_agentidentity id MBR-016751, confidence 1, method probabilistic, matched record TPA-50884, policy version 1
- Record linked automaticallyb078e980be2026-10-19 19:45:42, scoring_agentidentity id MBR-016751, confidence 1, method probabilistic, matched record TPA-50884, policy version 1
- Record linked automatically9efe5b54512026-10-19 19:32:31, scoring_agentidentity id MBR-016751, confidence 1, method probabilistic, matched record TPA-50884, policy version 1
- Record linked automatically4ae4a880d72026-10-19 19:31:28, scoring_agentidentity id MBR-035103, confidence 1, method probabilistic, matched record TPA-50940, policy version 1