Record, CLM, bronze and silver
CLM-400527
Received 2026-01-09T08:04:45Z, line 89,003 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 | GEORGE | George | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 1992-08-10 | 1992-08-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| null·· | — | Cleared | |
| Address | 6925 HARBOR BLVD | 6925 Harbor Blvd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43234 | 43234 | Unchanged |
| Group | ·GRP-8811 | GRP-8811 | Changed |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- george|nichols
- Address key
- 6925|harbor|43234
- Canonical first
- george
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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-50230 | 1.00 | Scored | — | Auto-linked |
| CLM-400526 | 0.83 | Scored | — | Sent to steward |
| ENR-100715 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002679
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: George Nichols, 1992-08-10, 4 records, Verified
Evidence
Matched against TPA-50230
| 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 automaticallybfdab24f8d2026-10-22 12:43:53, scoring_agentidentity id MBR-002679, confidence 1, method probabilistic, matched record TPA-50230, policy version 1
- Record linked automaticallyb3e0072a8c2026-10-19 19:54:38, scoring_agentidentity id MBR-002679, confidence 1, method probabilistic, matched record TPA-50230, policy version 1
- Record linked automaticallyf28224cf792026-10-19 19:52:08, scoring_agentidentity id MBR-002679, confidence 1, method probabilistic, matched record TPA-50230, policy version 1
- Record linked automatically3ab3d3efdd2026-10-19 19:45:41, scoring_agentidentity id MBR-002679, confidence 1, method probabilistic, matched record TPA-50230, policy version 1
- Record linked automatically4e3e5852b52026-10-19 19:32:31, scoring_agentidentity id MBR-002679, confidence 1, method probabilistic, matched record TPA-50230, policy version 1
- Record linked automaticallycaa451f40d2026-10-19 19:31:28, matching_agentidentity id MBR-038395, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400528