Record, CLM, bronze and silver
CLM-407169
Received 2026-06-26T18:40:03Z, line 8,385 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 | ISABELLA | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | DAVIS | Davis | Changed |
| Date of birth | 08/21/1976 | 1976-08-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-86806-72 | UHC-86806-72 | Unchanged |
| SSN | •••-••-8937 | •••-••-8937 | Unchanged |
| Phone | (499) 835-5063·· | 4998355063 | Parsed |
| NULL | — | Cleared | |
| Address | 3286 Bayshore Drive | 3286 Bayshore Dr | Changed |
| City | ·Atlanta | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30333 | 30333 | Unchanged |
| Group | GRP-3500 | GRP-3500 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- isabella|davis
- Address key
- 3286|bayshore|30333
- Canonical first
- isabella
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-53132 | 1.00 | Scored | — | Auto-linked |
| ENR-109358 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033805
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Davis, 1976-08-21, 3 records, Verified
Evidence
Matched against TPA-53132
| 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 automatically16bc81850b2026-10-22 12:43:55, scoring_agentidentity id MBR-033805, confidence 1, method probabilistic, matched record TPA-53132, policy version 1
- Record linked automaticallyc597b8bf362026-10-19 19:54:39, scoring_agentidentity id MBR-033805, confidence 1, method probabilistic, matched record TPA-53132, policy version 1
- Record linked automaticallye373b003692026-10-19 19:52:09, scoring_agentidentity id MBR-033805, confidence 1, method probabilistic, matched record TPA-53132, policy version 1
- Record linked automatically4553b9f1172026-10-19 19:45:42, scoring_agentidentity id MBR-033805, confidence 1, method probabilistic, matched record TPA-53132, policy version 1
- Record linked automaticallyfeff4285572026-10-19 19:32:31, scoring_agentidentity id MBR-033805, confidence 1, method probabilistic, matched record TPA-53132, policy version 1
- Record linked automaticallyf1304ca6302026-10-19 19:31:28, matching_agentidentity id MBR-020588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109367