Record, CLM, bronze and silver
CLM-400425
Received 2026-05-10T17:48:00Z, line 15,565 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 | Jaacqueline | Jaacqueline | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chen | Chen | Unchanged |
| Date of birth | 07-08-1997·· | 1997-08-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-37309-92 | UHC-37309-92 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 703-247-8775 | 7032478775 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5143 Grand Avenue | 5143 Grand Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90011 | 90011 | Unchanged |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- jaacqueline|chen
- Address key
- 5143|grand|90011
- Canonical first
- jaacqueline
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-20123 | 1.00 | Scored | — | Auto-linked |
| CLM-400426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100584 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20124 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002695
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Chen, 1997-08-07, 5 records, Verified
Evidence
Matched against PRV-20123
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically129fda75342026-10-19 19:54:38, scoring_agentidentity id MBR-002695, confidence 0.996, method probabilistic, matched record PRV-20123, policy version 1
- Record linked automatically6ad73529852026-10-19 19:52:08, scoring_agentidentity id MBR-002695, confidence 0.996, method probabilistic, matched record PRV-20123, policy version 1
- Record linked automaticallyf678c839e02026-10-19 19:45:41, scoring_agentidentity id MBR-002695, confidence 0.996, method probabilistic, matched record PRV-20123, policy version 1
- Record linked automatically230621d43c2026-10-19 19:32:31, scoring_agentidentity id MBR-002695, confidence 0.996, method probabilistic, matched record PRV-20123, policy version 1
- Record linked automatically5d2acde0472026-10-19 19:31:28, matching_agentidentity id MBR-003999, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400426