Record, CLM, bronze and silver
CLM-416682
Received 2026-03-14T09:03:09Z, line 54,915 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 | KAYLA·· | Kayla | Changed |
| Middle | S. | S | Changed |
| Last name | MURAY | Muray | Changed |
| Date of birth | 09/07/88 | 1988-09-07 | Parsed |
| Gender | - | — | Cleared |
| Member ID | ···· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | (956) 442-6103 | 9564426103 | Parsed |
| N/A | — | Cleared | |
| Address | 6435 Palm Dr | 6435 Palm Dr | Unchanged |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85295·· | 85295 | Changed |
| Group | GRP-5142 | GRP-5142 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- kayla|muray
- Address key
- 6435|palm|85295
- Canonical first
- kayla
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-121906 | 0.99 | Scored | — | Auto-linked |
| PRV-24941 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001747
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kayla Murray, 1988-09-07, 3 records, Verified
Evidence
Matched against ENR-121906
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0e4dc26b1c2026-10-22 12:43:53, scoring_agentidentity id MBR-001747, confidence 0.993, method probabilistic, matched record ENR-121906, policy version 1
- Record linked automatically337671a9fc2026-10-19 19:54:38, scoring_agentidentity id MBR-001747, confidence 0.993, method probabilistic, matched record ENR-121906, policy version 1
- Record linked automaticallyc6c582bc892026-10-19 19:52:08, scoring_agentidentity id MBR-001747, confidence 0.993, method probabilistic, matched record ENR-121906, policy version 1
- Record linked automatically770a92f0822026-10-19 19:45:41, scoring_agentidentity id MBR-001747, confidence 0.993, method probabilistic, matched record ENR-121906, policy version 1
- Record linked automaticallye5965f25682026-10-19 19:32:31, scoring_agentidentity id MBR-001747, confidence 0.993, method probabilistic, matched record ENR-121906, policy version 1
- Record linked automatically67c6316fb22026-10-19 19:31:28, matching_agentidentity id MBR-021542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416681