Record, CLM, bronze and silver
CLM-431768
Received 2026-01-31T07:56:27Z, line 3,297 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 | hiroshi | Hiroshi | Changed |
| Middle | B | B | Unchanged |
| Last name | day | Day | Changed |
| Date of birth | 1998-11-02 | 1998-11-02 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 9870 APACHE BLVD Apt 30 | 9870 Apache Blvd Apt 30 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85278-0610 | 85278 | Changed |
| Group | GRP-7800 | GRP-7800 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.52
- Name key
- hiroshi|day
- Address key
- 9870|apache|85278
- Canonical first
- hiroshi
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-64019 | 1.00 | Scored | — | Auto-linked |
| TPA-64018 | 1.00 | Scored | — | Auto-linked |
| ENR-141669 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009117
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Hiroshi Day, 1998-11-02, 4 records, Verified
Evidence
Matched against TPA-64019
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically2f15ae54ec2026-10-19 19:54:38, scoring_agentidentity id MBR-009117, confidence 1, method probabilistic, matched record TPA-64019, policy version 1
- Record linked automaticallyccf5b954962026-10-19 19:52:09, scoring_agentidentity id MBR-009117, confidence 1, method probabilistic, matched record TPA-64019, policy version 1
- Record linked automatically2e7a0bddaf2026-10-19 19:45:42, scoring_agentidentity id MBR-009117, confidence 1, method probabilistic, matched record TPA-64019, policy version 1
- Record linked automatically0c41f705ba2026-10-19 19:32:31, scoring_agentidentity id MBR-009117, confidence 1, method probabilistic, matched record TPA-64019, policy version 1
- Record linked automatically364f41424d2026-10-19 19:31:28, matching_agentidentity id MBR-022711, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141942