Record, CLM, bronze and silver
CLM-412542
Received 2026-10-11T08:13:14Z, line 18,160 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 | 19450207 | 1945-02-07 | Parsed |
| Gender | null | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 7948101299 | 7948101299 | Unchanged |
| NULL | — | Cleared | |
| Address | 4358 Forest Avenue | 4358 Forest Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33622-9366 | 33622 | Changed |
| Group | GRP-7169 | GRP-7169 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- 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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-412541 | 1.00 | Scored | — | Auto-linked |
| ENR-116507 | 1.00 | Scored | — | 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-412541
| 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 automaticallye85730cd0a2026-10-19 19:54:38, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412541, policy version 1
- Record linked automatically2fec4b11212026-10-19 19:52:09, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412541, policy version 1
- Record linked automatically7ad94b1b6e2026-10-19 19:45:42, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412541, policy version 1
- Record linked automaticallyd25ba934702026-10-19 19:32:31, scoring_agentidentity id MBR-019608, confidence 1, method probabilistic, matched record CLM-412541, policy version 1
- Record linked automatically922dfce70b2026-10-19 19:31:28, scoring_agentidentity id MBR-033402, confidence 1, method probabilistic, matched record ENR-116616, policy version 1