Record, CLM, bronze and silver
CLM-413415
Received 2026-09-05T06:41:52Z, line 20,367 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 | ·Bobby | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | Miller | Miller | Unchanged |
| Date of birth | Jan 10, 1995 | 1995-01-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN·· | — | Cleared |
| Phone | 371-314-3240 | 3713143240 | Parsed |
| -·· | — | Cleared | |
| Address | 3637 HARBOR BOULEVARD | 3637 Harbor Blvd | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85759 | 85759 | Unchanged |
| Group | GRP-0578 | GRP-0578 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- robert|miller
- Address key
- 3637|harbor|85759
- Canonical first
- robert
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
- 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 |
|---|---|---|---|---|
| CLM-413416 | 1.00 | Scored | — | Auto-linked |
| ENR-117599 | 1.00 | Scored | — | Auto-linked |
| CLM-413417 | 1.00 | Scored | — | Auto-linked |
| ENR-117598 | 0.99 | Scored | — | Auto-linked |
| PRV-23901 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021075
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Miller, 1995-01-10, 5 records, Verified
Evidence
Matched against ENR-117599
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1cb9e6489e2026-10-19 19:54:38, scoring_agentidentity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
- Record linked automatically6bee224a6b2026-10-19 19:52:09, scoring_agentidentity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
- Record linked automatically9deb35859a2026-10-19 19:45:42, scoring_agentidentity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
- Record linked automatically5094c04a122026-10-19 19:32:31, scoring_agentidentity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
- Record linked automatically23f30434862026-10-19 19:31:28, scoring_agentidentity id MBR-009729, confidence 1, method probabilistic, matched record ENR-117682, policy version 1