Record, CLM, bronze and silver
CLM-418690
Received 2026-03-05T09:08:26Z, line 76,363 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 | Anderson, Billy | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Anderson | Changed |
| Date of birth | 05/10/84 | 1984-05-10 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·+1 786 747 3559 | 7867473559 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1554 | GRP-1554 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.52
- Name key
- william|anderson
- Address key
- —
- Canonical first
- william
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-418691 | 1.00 | Scored | — | Auto-linked |
| CLM-418689 | 1.00 | Scored | — | Auto-linked |
| ENR-124596 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010692
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Anderson, 1984-05-10, 4 records, Verified
Evidence
Matched against ENR-124596
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically456ea447ae2026-10-22 12:43:54, scoring_agentidentity id MBR-010692, confidence 1, method probabilistic, matched record ENR-124596, policy version 1
- Record linked automaticallyf2e17c8f582026-10-19 19:54:38, scoring_agentidentity id MBR-010692, confidence 1, method probabilistic, matched record ENR-124596, policy version 1
- Record linked automatically57ba4c2aa62026-10-19 19:52:09, scoring_agentidentity id MBR-010692, confidence 1, method probabilistic, matched record ENR-124596, policy version 1
- Record linked automatically56734858982026-10-19 19:45:42, scoring_agentidentity id MBR-010692, confidence 1, method probabilistic, matched record ENR-124596, policy version 1
- Record linked automatically88a5489b5f2026-10-19 19:32:31, scoring_agentidentity id MBR-010692, confidence 1, method probabilistic, matched record ENR-124596, policy version 1