Record, CLM, bronze and silver
CLM-401018
Received 2026-04-25T00:13:39Z, line 82,412 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 | HAROLD | Harold | Changed |
| Middle | — | — | Unchanged |
| Last name | LAWSON | Lawson | Changed |
| Date of birth | 2007-10-22 | 2007-10-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-63818-42 | UHC-63818-42 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| HAROLD.LAWSON20@AOL.COM | harold.lawson20@aol.com | Changed | |
| Address | 4766 BAYSHORE DRIVE | 4766 Bayshore Dr | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-0955 | GRP-0955 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- harold|lawson
- Address key
- 4766|bayshore|san antonio
- Canonical first
- harold
Quality flags
5 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
- ZIP missingStreet address present but no ZIP supplied
- Email lower-casedEmail lower-cased
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-50466 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027561
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Harold Lawson, 2007-10-22, 2 records, Verified
Evidence
Matched against TPA-50466
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically85e5870cea2026-10-19 19:54:38, scoring_agentidentity id MBR-027561, confidence 0.931, method probabilistic, matched record TPA-50466, policy version 1
- Record linked automatically97efd8f10f2026-10-19 19:52:09, scoring_agentidentity id MBR-027561, confidence 0.931, method probabilistic, matched record TPA-50466, policy version 1
- Record linked automatically973b8eb88d2026-10-19 19:45:42, scoring_agentidentity id MBR-027561, confidence 0.931, method probabilistic, matched record TPA-50466, policy version 1
- Record linked automatically7a81f42d4d2026-10-19 19:32:31, scoring_agentidentity id MBR-027561, confidence 0.931, method probabilistic, matched record TPA-50466, policy version 1
- Record linked automaticallybdc3449a042026-10-19 19:31:28, scoring_agentidentity id MBR-027419, confidence 0.931, method probabilistic, matched record TPA-50431, policy version 1