Record, CLM, bronze and silver
CLM-431927
Received 2026-02-26T17:47:18Z, line 8,906 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 | WHITE | White | Changed |
| Date of birth | 1963-09-10 | 1963-09-10 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | N/A·· | — | Cleared |
| - | — | Cleared | |
| Address | 9080 Canyon Road | 9080 Canyon Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33636 | 33636 | Unchanged |
| Group | GRP-6986 | GRP-6986 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- isabella|white
- Address key
- 9080|canyon|33636
- Canonical first
- isabella
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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 |
|---|---|---|---|---|
| ENR-141908 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015535
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella White, 1963-09-10, 2 records, Verified
Evidence
Matched against ENR-141908
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9b865e948d2026-10-19 19:54:38, scoring_agentidentity id MBR-015535, confidence 1, method probabilistic, matched record ENR-141908, policy version 1
- Record linked automaticallyc885f51c652026-10-19 19:52:09, scoring_agentidentity id MBR-015535, confidence 1, method probabilistic, matched record ENR-141908, policy version 1
- Record linked automatically385e947ae22026-10-19 19:45:42, scoring_agentidentity id MBR-015535, confidence 1, method probabilistic, matched record ENR-141908, policy version 1
- Record linked automatically700bb194b52026-10-19 19:32:31, scoring_agentidentity id MBR-015535, confidence 1, method probabilistic, matched record ENR-141908, policy version 1
- Record linked automatically2eea88f0c22026-10-19 19:31:28, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142137