Record, CLM, bronze and silver
CLM-410443
Received 2026-01-07T17:52:30Z, line 84,037 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 | cynthia | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | hunter | Hunter | Changed |
| Date of birth | 09/01/07 | 2007-09-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-66546-30·· | UHC-66546-30 | Parsed |
| SSN | - | — | Cleared |
| Phone | 759-493-4343 | 7594934343 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5520 Elm Street | 5520 Elm St | Changed |
| City | SEATTLE | Seattle | Changed |
| State | WA | WA | Unchanged |
| ZIP | 98166 | 98166 | Unchanged |
| Group | GRP-3536 | GRP-3536 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- cynthia|hunter
- Address key
- 5520|elm|98166
- Canonical first
- cynthia
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-54572 | 1.00 | Scored | — | Auto-linked |
| ENR-113720 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410444 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002149
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cynthia Hunter, 2007-09-01, 4 records, Verified
Evidence
Matched against TPA-54572
| 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 automaticallyaf6d1a06e22026-10-19 19:54:38, scoring_agentidentity id MBR-002149, confidence 1, method probabilistic, matched record TPA-54572, policy version 1
- Record linked automatically28df4ddbf62026-10-19 19:52:08, scoring_agentidentity id MBR-002149, confidence 1, method probabilistic, matched record TPA-54572, policy version 1
- Record linked automatically4af264c8ac2026-10-19 19:45:41, scoring_agentidentity id MBR-002149, confidence 1, method probabilistic, matched record TPA-54572, policy version 1
- Record linked automaticallyd8496642b12026-10-19 19:32:31, scoring_agentidentity id MBR-002149, confidence 1, method probabilistic, matched record TPA-54572, policy version 1
- Record linked automatically0a961a88942026-10-19 19:31:28, scoring_agentidentity id MBR-002754, confidence 1, method probabilistic, matched record ENR-113789, policy version 1