Record, CLM, bronze and silver
CLM-418497
Received 2026-06-09T21:18:35Z, line 11,647 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 | McDonald, Isabella | Isabella | Changed |
| Middle | P | P | Unchanged |
| Last name | — | McDonald | Changed |
| Date of birth | 1967-08-02 | 1967-08-02 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | UHC-60298-72 | UHC-60298-72 | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | 481-626-2445 | 4816262445 | Parsed |
| isabella.mcdonald35@aol.com | isabella.mcdonald35@aol.com | Unchanged | |
| Address | 7667 Pine Drive Apt 20 | 7667 Pine Dr Apt 20 | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH·· | OH | Changed |
| ZIP | 43247 | 43247 | Unchanged |
| Group | GRP-8995 | GRP-8995 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- isabella|mcdonald
- Address key
- 7667|pine|43247
- Canonical first
- isabella
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-58158 | 0.99 | Scored | — | Auto-linked |
| ENR-124358 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012971
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Isabella McDonald, 1967-08-02, 3 records, Verified
Evidence
Matched against TPA-58158
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybc84e995e52026-10-19 19:54:38, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record TPA-58158, policy version 1
- Record linked automaticallyc791316e1a2026-10-19 19:52:09, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record TPA-58158, policy version 1
- Record linked automaticallyb6d572afcb2026-10-19 19:45:42, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record TPA-58158, policy version 1
- Record linked automatically23186c5b5e2026-10-19 19:32:31, scoring_agentidentity id MBR-012971, confidence 0.995, method probabilistic, matched record TPA-58158, policy version 1
- Record linked automatically86a742e1192026-10-19 19:31:28, scoring_agentidentity id MBR-004980, confidence 0.989, method probabilistic, matched record ENR-124189, policy version 1