Record, CLM, bronze and silver
CLM-414049
Received 2026-02-06T01:49:34Z, line 19,742 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 | ANDREW | Andrew | Changed |
| Middle | — | — | Unchanged |
| Last name | MUNOZ | Munoz | Changed |
| Date of birth | 1978-02-12 | 1978-02-12 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (828) 506-4570 | 8285064570 | Parsed |
| N/A | — | Cleared | |
| Address | 9411 LINCOLN WAY | 9411 Lincoln Way | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85334·· | 85334 | Changed |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- andrew|munoz
- Address key
- 9411|lincoln|85334
- Canonical first
- andrew
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-118404 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010776
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Andrew Munoz, 1978-02-12, 2 records, Verified
Evidence
Matched against ENR-118404
| 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
5 hash-chained entries for this record
- Record linked automatically19119a35ed2026-10-19 19:54:38, scoring_agentidentity id MBR-010776, confidence 0.937, method probabilistic, matched record ENR-118404, policy version 1
- Record linked automaticallyd27812996f2026-10-19 19:52:09, scoring_agentidentity id MBR-010776, confidence 0.937, method probabilistic, matched record ENR-118404, policy version 1
- Record linked automatically26f9abf02a2026-10-19 19:45:42, scoring_agentidentity id MBR-010776, confidence 0.937, method probabilistic, matched record ENR-118404, policy version 1
- Record linked automaticallybd01449c9d2026-10-19 19:32:31, scoring_agentidentity id MBR-010776, confidence 0.937, method probabilistic, matched record ENR-118404, policy version 1
- Record linked automatically106fd6ec612026-10-19 19:31:28, scoring_agentidentity id MBR-007801, confidence 0.994, method probabilistic, matched record PRV-24135, policy version 1