Record, CLM, bronze and silver
CLM-411433
Received 2026-02-07T08:06:34Z, line 84,603 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 | HAROLD | Harold | Changed |
| Middle | — | — | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | 1994-06-13 | 1994-06-13 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-06434-75 | UHC-06434-75 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 329-229-1517 | 3292291517 | Parsed |
| ···· | — | Unchanged | |
| Address | 8987 CENTRAL AVENUE | 8987 Central Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90050 | 90050 | Unchanged |
| Group | GRP-6605 | GRP-6605 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- harold|nguyen
- Address key
- 8987|central|90050
- Canonical first
- harold
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-411432 | 1.00 | Scored | — | Auto-linked |
| ENR-115041 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011118
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harold Nguyen, 1994-06-13, 3 records, Verified
Evidence
Matched against CLM-411432
| 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 automatically975c6563cb2026-10-22 12:43:54, scoring_agentidentity id MBR-011118, confidence 1, method probabilistic, matched record CLM-411432, policy version 1
- Record linked automatically4b64b5b40a2026-10-19 19:54:38, scoring_agentidentity id MBR-011118, confidence 1, method probabilistic, matched record CLM-411432, policy version 1
- Record linked automatically4268774e492026-10-19 19:52:09, scoring_agentidentity id MBR-011118, confidence 1, method probabilistic, matched record CLM-411432, policy version 1
- Record linked automatically633e4e5a092026-10-19 19:45:42, scoring_agentidentity id MBR-011118, confidence 1, method probabilistic, matched record CLM-411432, policy version 1
- Record linked automatically64e1a1cd062026-10-19 19:32:31, scoring_agentidentity id MBR-011118, confidence 1, method probabilistic, matched record CLM-411432, policy version 1
- Record linked automatically5038e648332026-10-19 19:31:28, matching_agentidentity id MBR-013672, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115179