Record, CLM, bronze and silver
CLM-412541
Received 2026-03-14T09:07:57Z, line 1,511 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 | DEBRA | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | POWELL·· | Powell | Changed |
| Date of birth | 1945-02-07 | 1945-02-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·uhc-90874-75 | UHC-90874-75 | Parsed |
| SSN | •••-••-4365 | •••-••-4365 | Parsed |
| Phone | NULL | — | Cleared |
| debra.powell13@aol.com | debra.powell13@aol.com | Unchanged | |
| Address | 4358 FOREST AVE | 4358 Forest Ave | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33622 | 33622 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- debra|powell
- Address key
- 4358|forest|33622
- Canonical first
- debra
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-412542 | 1.00 | Scored | — | Auto-linked |
| ENR-116507 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019608
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Powell, 1945-02-07, 3 records, Verified
Evidence
Matched against CLM-412542
| 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 automaticallya948602d042026-10-19 19:54:38, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412542, policy version 1
- Record linked automaticallyd0dabbab002026-10-19 19:52:09, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412542, policy version 1
- Record linked automaticallyb0f4089beb2026-10-19 19:45:42, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412542, policy version 1
- Record linked automatically44da36b68f2026-10-19 19:32:31, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412542, policy version 1
- Record linked automatically6ac72b75eb2026-10-19 19:31:28, matching_agentidentity id MBR-031332, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116615