Record, CLM, bronze and silver
CLM-402753
Received 2026-10-01T10:28:36Z, line 52,265 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 | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Park·· | Park | Changed |
| Date of birth | 1990-09-14 | 1990-09-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3774 | •••-••-3774 | Unchanged |
| Phone | 17682429092 | 7682429092 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2838 Bayshore Drive | 2838 Bayshore Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85274 | 85274 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- nicole|park
- Address key
- 2838|bayshore|85274
- Canonical first
- nicole
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 |
|---|---|---|---|---|
| TPA-51186 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021812
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Park, 1990-09-14, 2 records, Verified
Evidence
Matched against TPA-51186
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically8639a581b02026-10-19 19:54:38, scoring_agentidentity id MBR-021812, confidence 1, method probabilistic, matched record TPA-51186, policy version 1
- Record linked automatically6bc0ce786c2026-10-19 19:52:09, scoring_agentidentity id MBR-021812, confidence 1, method probabilistic, matched record TPA-51186, policy version 1
- Record linked automatically9a4fb91b852026-10-19 19:45:42, scoring_agentidentity id MBR-021812, confidence 1, method probabilistic, matched record TPA-51186, policy version 1
- Record linked automatically5c7c11d8972026-10-19 19:32:31, scoring_agentidentity id MBR-021812, confidence 1, method probabilistic, matched record TPA-51186, policy version 1
- Record linked automatically3120a272112026-10-19 19:31:28, matching_agentidentity id MBR-012995, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20840