Record, CLM, bronze and silver
CLM-429018
Received 2026-02-09T03:26:43Z, line 62,033 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMS | Sims | Changed |
| Date of birth | 10/22/1938 | 1938-10-22 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-97386-84 | UHC-97386-84 | Unchanged |
| SSN | •••-••-5792 | •••-••-5792 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 5124 Highland Avenue | 5124 Highland Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93787 | 93787 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- justin|sims
- Address key
- 5124|highland|93787
- Canonical first
- justin
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-138042 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429019 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011615
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Justin Sims, 1938-10-22, 3 records, Verified
Evidence
Matched against CLM-429019
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7a275848b92026-10-22 12:43:54, matching_agentidentity id MBR-011615, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429019
- Record linked automatically03873c58bc2026-10-19 19:54:38, matching_agentidentity id MBR-011615, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429019
- Record linked automatically3fdf36abab2026-10-19 19:52:09, matching_agentidentity id MBR-011615, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429019
- Record linked automatically3193bf1c6b2026-10-19 19:45:42, matching_agentidentity id MBR-011615, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429019
- Record linked automaticallyd95f3fe4972026-10-19 19:32:31, matching_agentidentity id MBR-011615, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429019
- Record linked automaticallyc0152580122026-10-19 19:31:28, scoring_agentidentity id MBR-014307, confidence 0.991, method probabilistic, matched record TPA-62747, policy version 1