Record, CLM, bronze and silver
CLM-424503
Received 2026-04-13T16:58:05Z, line 50,051 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 | KELLY | Kelly | Changed |
| Middle | ·· | — | Unchanged |
| Last name | MUNOZ | Munoz | Changed |
| Date of birth | 7/6/1971 | 1971-07-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-16171-83 | UHC-16171-83 | Unchanged |
| SSN | •••-••-7292 | •••-••-7292 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 997 Bayshore Drive | 997 Bayshore Dr | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85247 | 85247 | Unchanged |
| Group | GRP-6319 | GRP-6319 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- kelly|munoz
- Address key
- 997|bayshore|85247
- Canonical first
- kelly
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| PRV-27209 | 1.00 | Scored | — | Auto-linked |
| CLM-424504 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-132035 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025636
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Munoz, 1971-07-06, 4 records, Verified
Evidence
Matched against PRV-27209
| 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 automatically921ae190712026-10-22 12:43:54, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automaticallyd2bcf2ca322026-10-19 19:54:38, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automaticallyc2e7abba502026-10-19 19:52:09, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automaticallyd8794942fc2026-10-19 19:45:42, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automatically4df8ff53202026-10-19 19:32:31, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automaticallyee734f3dc92026-10-19 19:31:28, matching_agentidentity id MBR-027886, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132256