Record, CLM , bronze and silver
CLM-428734
Received 2026-03-31T02:31:51Z, line 51,983 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Mary | Mary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hamilton | Hamilton | Unchanged |
| Date of birth | 1961-07-01 | 1961-07-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 359-888-9997 | 3598889997 | Parsed |
| null | — | Cleared | |
| Address | 391 UNION STREET | 391 Union St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-4939 | GRP-4939 | Unchanged |
| Plan | NULL·· | — | Cleared |
- Quality score
- 0.66
- Name key
- mary|hamilton
- Address key
- 391|union|tucson
- Canonical first
- mary
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-62701 | 0.94 | Scored | — | Auto-linked |
| CLM-428733 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006331
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Mary Hamilton, 1961-07-01, 3 records, Verified
Evidence
Matched against TPA-62701
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf0b34e1d152026-10-22 12:43:53, scoring_agentidentity id MBR-006331, confidence 0.937, method probabilistic, matched record TPA-62701, policy version 1
- Record linked automatically202c27a3322026-10-19 19:54:38, scoring_agentidentity id MBR-006331, confidence 0.937, method probabilistic, matched record TPA-62701, policy version 1
- Record linked automatically0ede506a642026-10-19 19:52:09, scoring_agentidentity id MBR-006331, confidence 0.937, method probabilistic, matched record TPA-62701, policy version 1
- Record linked automaticallya8ad2eeff92026-10-19 19:45:42, scoring_agentidentity id MBR-006331, confidence 0.937, method probabilistic, matched record TPA-62701, policy version 1
- Record linked automatically3363d0fe472026-10-19 19:32:31, scoring_agentidentity id MBR-006331, confidence 0.937, method probabilistic, matched record TPA-62701, policy version 1
- Record linked automaticallyfc556dec5f2026-10-19 19:31:28, scoring_agentidentity id MBR-003222, confidence 1, method probabilistic, matched record PRV-28442, policy version 1