Record, CLM, bronze and silver
CLM-402528
Received 2026-09-26T07:46:25Z, line 85,222 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 | ARTHUR | Arthur | Changed |
| Middle | — | — | Unchanged |
| Last name | ·MUNOZ | Munoz | Changed |
| Date of birth | 05/28/06 | 2006-05-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-53883-63 | UHC-53883-63 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | 960.975.2681 | 9609752681 | Parsed |
| null | — | Cleared | |
| Address | 657 SUNSET BOULEVARD | 657 Sunset Blvd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85252 | 85252 | Unchanged |
| Group | GRP-7738 | GRP-7738 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.60
- Name key
- arthur|munoz
- Address key
- 657|sunset|85252
- Canonical first
- arthur
Quality flags
8 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
- 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 |
|---|---|---|---|---|
| TPA-51071 | 1.00 | Scored | — | Auto-linked |
| ENR-103237 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402529 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009059
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Munoz, 2006-05-28, 4 records, Verified
Evidence
Matched against TPA-51071
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5c4bffbe702026-10-22 12:43:54, scoring_agentidentity id MBR-009059, confidence 1, method probabilistic, matched record TPA-51071, policy version 1
- Record linked automatically38c20b40c52026-10-19 19:54:38, scoring_agentidentity id MBR-009059, confidence 1, method probabilistic, matched record TPA-51071, policy version 1
- Record linked automaticallyb977ea3e532026-10-19 19:52:09, scoring_agentidentity id MBR-009059, confidence 1, method probabilistic, matched record TPA-51071, policy version 1
- Record linked automatically3e9a70bb7d2026-10-19 19:45:42, scoring_agentidentity id MBR-009059, confidence 1, method probabilistic, matched record TPA-51071, policy version 1
- Record linked automatically1eb2a612992026-10-19 19:32:31, scoring_agentidentity id MBR-009059, confidence 1, method probabilistic, matched record TPA-51071, policy version 1
- Record linked automatically8cc6b59b3b2026-10-19 19:31:28, scoring_agentidentity id MBR-019854, confidence 0.995, method probabilistic, matched record CLM-402529, policy version 1