Record, CLM, bronze and silver
CLM-424504
Received 2026-05-27T09:44:22Z, line 96,096 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Munoz | Munoz | Unchanged |
| Date of birth | Jul 6, 1971 | 1971-07-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-16171-83 | UHC-16171-83 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·null | — | Cleared |
| - | — | Cleared | |
| 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
- 0.78
- Name key
- kelly|munoz
- Address key
- 997|bayshore|85247
- Canonical first
- kelly
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| PRV-27209 | 1.00 | Scored | — | Auto-linked |
| ENR-132035 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424503 | 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 automaticallyf503451c7d2026-10-22 12:43:54, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automatically0ad099d44f2026-10-19 19:54:38, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automaticallydeed8217a92026-10-19 19:52:09, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automatically41627723802026-10-19 19:45:42, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automaticallyb160c746c22026-10-19 19:32:31, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record PRV-27209, policy version 1
- Record linked automatically8198245a332026-10-19 19:31:28, matching_agentidentity id MBR-029380, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-424505