Record, CLM, bronze and silver
CLM-415597
Received 2026-01-02T19:20:34Z, line 51,506 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 | Ruth | Ruth | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Hall | Hall | Unchanged |
| Date of birth | Sep 24, 1968 | 1968-09-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 272-295-7547 | 2722957547 | Parsed |
| ruth.hall3@aol.com | ruth.hall3@aol.com | Unchanged | |
| Address | 470 Apache Boulevard | 470 Apache Blvd | Changed |
| City | Columbus·· | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-3148 | GRP-3148 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- ruth|hall
- Address key
- 470|apache|columbus
- Canonical first
- ruth
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| TPA-56834 | 0.94 | Scored | — | Auto-linked |
| ENR-120560 | 0.94 | Scored | — | Auto-linked |
| TPA-56835 | 0.94 | Scored | — | Auto-linked |
| CLM-415598 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000575
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Ruth Hall, 1968-09-24, 5 records, Verified
Evidence
Matched against TPA-56834
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf45d09f79b2026-10-19 19:54:38, scoring_agentidentity id MBR-000575, confidence 0.945, method probabilistic, matched record TPA-56834, policy version 1
- Record linked automaticallyafa1d5438d2026-10-19 19:52:08, scoring_agentidentity id MBR-000575, confidence 0.945, method probabilistic, matched record TPA-56834, policy version 1
- Record linked automatically6f07caf29f2026-10-19 19:45:41, scoring_agentidentity id MBR-000575, confidence 0.945, method probabilistic, matched record TPA-56834, policy version 1
- Record linked automaticallyd771343ade2026-10-19 19:32:31, scoring_agentidentity id MBR-000575, confidence 0.945, method probabilistic, matched record TPA-56834, policy version 1
- Record linked automatically7445ef13b12026-10-19 19:31:28, matching_agentidentity id MBR-031668, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-56776