Record, CLM, bronze and silver
CLM-420105
Received 2026-07-12T09:20:02Z, line 18,022 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 | Ashley·· | Ashley | Changed |
| Middle | — | — | Unchanged |
| Last name | Park | Park | Unchanged |
| Date of birth | 19840325 | 1984-03-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-77999-99 | UHC-77999-99 | Unchanged |
| SSN | •••-••-7422 | •••-••-7422 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 5422 Meadow Lane | 5422 Meadow Ln | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33129 | 33129 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- ashley|park
- Address key
- 5422|meadow|33129
- Canonical first
- ashley
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-58862 | 1.00 | Scored | — | Auto-linked |
| ENR-126473 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420103 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420104 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018046
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ashley Park, 1984-03-25, 5 records, Verified
Evidence
Matched against TPA-58862
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically83c2e367e92026-10-22 12:43:54, scoring_agentidentity id MBR-018046, confidence 1, method probabilistic, matched record TPA-58862, policy version 1
- Record linked automatically189673ae282026-10-19 19:54:38, scoring_agentidentity id MBR-018046, confidence 1, method probabilistic, matched record TPA-58862, policy version 1
- Record linked automaticallyb524c29f182026-10-19 19:52:09, scoring_agentidentity id MBR-018046, confidence 1, method probabilistic, matched record TPA-58862, policy version 1
- Record linked automaticallybe7cab3a422026-10-19 19:45:42, scoring_agentidentity id MBR-018046, confidence 1, method probabilistic, matched record TPA-58862, policy version 1
- Record linked automatically14cee322692026-10-19 19:32:31, scoring_agentidentity id MBR-018046, confidence 1, method probabilistic, matched record TPA-58862, policy version 1
- Record linked automatically4de00169672026-10-19 19:31:28, scoring_agentidentity id MBR-023496, confidence 1, method probabilistic, matched record TPA-58768, policy version 1