Record, CLM, bronze and silver
CLM-408033
Received 2026-07-08T05:46:23Z, line 33,813 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 | Deboah | Deboah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Freeman | Freeman | Unchanged |
| Date of birth | 02/20/43 | 1943-02-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3816 | •••-••-3816 | Unchanged |
| Phone | (852) 409-8033 | 8524098033 | Parsed |
| — | — | Unchanged | |
| Address | 1889 MARKET STREET | 1889 Market St | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32832 | 32832 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- deboah|freeman
- Address key
- 1889|market|32832
- Canonical first
- deboah
Quality flags
5 raised during normalisation
- 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
- 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-53541 | 1.00 | Scored | — | Auto-linked |
| CLM-408032 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110595 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408031 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029997
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Freeman, 1943-02-20, 5 records, Verified
Evidence
Matched against TPA-53541
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallyf2e71803ca2026-10-22 12:43:54, scoring_agentidentity id MBR-029997, confidence 0.996, method probabilistic, matched record TPA-53541, policy version 1
- Record linked automaticallyd137b17c1e2026-10-19 19:54:38, scoring_agentidentity id MBR-029997, confidence 0.996, method probabilistic, matched record TPA-53541, policy version 1
- Record linked automatically90ef3b842f2026-10-19 19:52:09, scoring_agentidentity id MBR-029997, confidence 0.996, method probabilistic, matched record TPA-53541, policy version 1
- Record linked automatically88c4fd840b2026-10-19 19:45:42, scoring_agentidentity id MBR-029997, confidence 0.996, method probabilistic, matched record TPA-53541, policy version 1
- Record linked automaticallyc96ecce7162026-10-19 19:32:31, scoring_agentidentity id MBR-029997, confidence 0.996, method probabilistic, matched record TPA-53541, policy version 1
- Record linked automaticallyaafddb569b2026-10-19 19:31:28, matching_agentidentity id MBR-030757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110517