Record, CLM, bronze and silver
CLM-429275
Received 2026-01-31T23:24:42Z, line 25,416 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howard | Howard | Unchanged |
| Date of birth | 06-01-1969 | 1969-01-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-64162-90 | UHC-64162-90 | Unchanged |
| SSN | •••-••-4846 | •••-••-4846 | Unchanged |
| Phone | (712) 383-9741 | 7123839741 | Parsed |
| null | — | Cleared | |
| Address | 9252 Lake View Road | 9252 Lake View Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 77044 | 77044 | Unchanged |
| Group | GRP-5275 | GRP-5275 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- joyce|howard
- Address key
- 9252|lake view|77044
- Canonical first
- joyce
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-138414 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429274 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009320
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joyce Howard, 1969-01-06, 3 records, Verified
Evidence
Matched against ENR-138414
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically502c97ea5a2026-10-22 12:43:54, matching_agentidentity id MBR-009320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138414
- Record linked automaticallycac141d9692026-10-19 19:54:38, matching_agentidentity id MBR-009320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138414
- Record linked automaticallydc45b4639a2026-10-19 19:52:09, matching_agentidentity id MBR-009320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138414
- Record linked automatically1dcc8221ec2026-10-19 19:45:42, matching_agentidentity id MBR-009320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138414
- Record linked automatically6c4d0548f52026-10-19 19:32:31, matching_agentidentity id MBR-009320, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138414
- Record linked automaticallyd44494e7442026-10-19 19:31:28, scoring_agentidentity id MBR-005183, confidence 1, method probabilistic, matched record ENR-138680, policy version 1