Record, CLM, bronze and silver
CLM-412608
Received 2026-07-25T13:16:47Z, line 71,222 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 | Sandra | Sandra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nelson | Nelson | Unchanged |
| Date of birth | 1965-05-01 | 1965-05-01 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-08541-69 | UHC-08541-69 | Unchanged |
| SSN | •••-••-1480 | •••-••-1480 | Unchanged |
| Phone | (352) 614-8150 | 3526148150 | Parsed |
| null | — | Cleared | |
| Address | 699 DESERT SKY BLVD | 699 Desert Sky Blvd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93771 | 93771 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- sandra|nelson
- Address key
- 699|desert sky|93771
- Canonical first
- sandra
Quality flags
5 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-55543 | 1.00 | Scored | — | Auto-linked |
| TPA-55544 | 0.99 | Scored | — | Auto-linked |
| ENR-116560 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412609 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005819
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Nelson, 1965-05-01, 5 records, Verified
Evidence
Matched against TPA-55543
| 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 automatically4ca975e6d12026-10-19 19:54:38, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record TPA-55543, policy version 1
- Record linked automaticallydbe25f58832026-10-19 19:52:08, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record TPA-55543, policy version 1
- Record linked automatically2e7cd53a742026-10-19 19:45:42, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record TPA-55543, policy version 1
- Record linked automaticallyb0e71f79812026-10-19 19:32:31, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record TPA-55543, policy version 1
- Record linked automatically73a381497f2026-10-19 19:31:28, matching_agentidentity id MBR-028214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116696