Record, CLM, bronze and silver
CLM-400671
Received 2026-01-28T10:21:49Z, line 13,424 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 | Melissa | Melissa | Unchanged |
| Middle | H.·· | H | Changed |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 1953-11-24 | 1953-11-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-88231-39 | UHC-88231-39 | Unchanged |
| SSN | •••-••-4592 | •••-••-4592 | Unchanged |
| Phone | ·658-306-5744 | 6583065744 | Parsed |
| ·NULL | — | Cleared | |
| Address | 7482 Mesa Drive | 7482 Mesa Dr | Changed |
| City | Glendale·· | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85307 | 85307 | Unchanged |
| Group | GRP-5643 | GRP-5643 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- melissa|espinoza
- Address key
- 7482|mesa|85307
- Canonical first
- melissa
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-20209 | 1.00 | Scored | — | Auto-linked |
| ENR-100907 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100906 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008366
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Espinoza, 1953-11-24, 4 records, Verified
Evidence
Matched against PRV-20209
| 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 automatically907c8221bb2026-10-22 12:43:54, scoring_agentidentity id MBR-008366, confidence 1, method probabilistic, matched record PRV-20209, policy version 1
- Record linked automatically567fc514602026-10-19 19:54:38, scoring_agentidentity id MBR-008366, confidence 1, method probabilistic, matched record PRV-20209, policy version 1
- Record linked automaticallyd1e7f28d782026-10-19 19:52:09, scoring_agentidentity id MBR-008366, confidence 1, method probabilistic, matched record PRV-20209, policy version 1
- Record linked automatically0d1d2b574b2026-10-19 19:45:42, scoring_agentidentity id MBR-008366, confidence 1, method probabilistic, matched record PRV-20209, policy version 1
- Record linked automatically2fe52806182026-10-19 19:32:31, scoring_agentidentity id MBR-008366, confidence 1, method probabilistic, matched record PRV-20209, policy version 1
- Record linked automatically35438839a72026-10-19 19:31:28, scoring_agentidentity id MBR-017647, confidence 0.996, method probabilistic, matched record PRV-20193, policy version 1