Record, CLM, bronze and silver
CLM-427129
Received 2026-01-19T01:08:06Z, line 84,831 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 | Stephanie | Stephanie | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Thomas | Thomas | Unchanged |
| Date of birth | 1964-12-17·· | 1964-12-17 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A·· | — | Cleared | |
| Address | 3328 CEDAR LN | 3328 Cedar Ln | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33622 | 33622 | Unchanged |
| Group | GRP-8749 | GRP-8749 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.78
- Name key
- stephanie|thomas
- Address key
- 3328|cedar|33622
- Canonical first
- stephanie
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-135577 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005661
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephanie Thomas, 1964-12-17, 2 records, Verified
Evidence
Matched against ENR-135577
| 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 automaticallyacd14aea952026-10-22 12:43:53, scoring_agentidentity id MBR-005661, confidence 1, method probabilistic, matched record ENR-135577, policy version 1
- Record linked automaticallyd40fce4fa62026-10-19 19:54:38, scoring_agentidentity id MBR-005661, confidence 1, method probabilistic, matched record ENR-135577, policy version 1
- Record linked automaticallyd57e70417a2026-10-19 19:52:08, scoring_agentidentity id MBR-005661, confidence 1, method probabilistic, matched record ENR-135577, policy version 1
- Record linked automatically7d4328498d2026-10-19 19:45:42, scoring_agentidentity id MBR-005661, confidence 1, method probabilistic, matched record ENR-135577, policy version 1
- Record linked automatically7f23b5bb442026-10-19 19:32:31, scoring_agentidentity id MBR-005661, confidence 1, method probabilistic, matched record ENR-135577, policy version 1
- Record linked automaticallyb50df5220e2026-10-19 19:31:28, matching_agentidentity id MBR-006434, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135895