Record, CLM , bronze and silver
CLM-422006
Received 2026-05-23T14:33:46Z, line 99,540 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | HIROSHI | Hiroshi | Changed |
| Middle | — | — | Unchanged |
| Last name | SPENCER | Spencer | Changed |
| Date of birth | 01/22/1954 | 1954-01-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-95327-14 | UHC-95327-14 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 1285 Ridge Road | 1285 Ridge Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85272 | 85272 | Unchanged |
| Group | GRP-4395 | GRP-4395 | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.76
- Name key
- hiroshi|spencer
- Address key
- 1285|ridge|85272
- Canonical first
- hiroshi
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
- 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 |
|---|---|---|---|---|
| ENR-128825 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032000
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Hiroshi Spencer, 1954-01-22, 2 records, Verified
Evidence
Matched against ENR-128825
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc0b0daaa0c2026-10-22 12:43:54, matching_agentidentity id MBR-032000, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128825
- Record linked automatically52897602502026-10-19 19:54:38, matching_agentidentity id MBR-032000, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128825
- Record linked automatically17e4fc64a42026-10-19 19:52:09, matching_agentidentity id MBR-032000, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128825
- Record linked automatically2730f112762026-10-19 19:45:42, matching_agentidentity id MBR-032000, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128825
- Record linked automatically4a362f3fe22026-10-19 19:32:31, matching_agentidentity id MBR-032000, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128825
- Record linked automaticallyf8819a1e992026-10-19 19:31:28, scoring_agentidentity id MBR-005318, confidence 1, method probabilistic, matched record TPA-59625, policy version 1