Record, CLM, bronze and silver
CLM-420950
Received 2026-05-10T13:39:46Z, line 37,459 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 | hioshi | Hioshi | Changed |
| Middle | — | — | Unchanged |
| Last name | montgomery·· | Montgomery | Changed |
| Date of birth | 17-04-1976 | 1976-04-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| HIROSHI.MONTGOMERY56@AOL.COM | hiroshi.montgomery56@aol.com | Changed | |
| Address | 1778 Ridge Road | 1778 Ridge Rd | Changed |
| City | ·Miami | Miami | Changed |
| State | Florida | FL | Changed |
| ZIP | 33123 | 33123 | Unchanged |
| Group | GRP-6813 | GRP-6813 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- hioshi|montgomery
- Address key
- 1778|ridge|33123
- Canonical first
- hioshi
Quality flags
8 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-420951 | 0.99 | Scored | — | Auto-linked |
| CLM-420952 | 0.99 | Scored | — | Auto-linked |
| CLM-420953 | 0.93 | Scored | — | Auto-linked |
| ENR-127532 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017120
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Hiroshi Montgomery, 1976-04-17, 5 records, Verified
Evidence
Matched against CLM-420951
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyb9176f880c2026-10-19 19:54:38, scoring_agentidentity id MBR-017120, confidence 0.994, method probabilistic, matched record CLM-420951, policy version 1
- Record linked automaticallydfa73833c62026-10-19 19:52:09, scoring_agentidentity id MBR-017120, confidence 0.994, method probabilistic, matched record CLM-420951, policy version 1
- Record linked automaticallyd18e1e3c9b2026-10-19 19:45:42, scoring_agentidentity id MBR-017120, confidence 0.994, method probabilistic, matched record CLM-420951, policy version 1
- Record linked automatically5ed15979392026-10-19 19:32:31, scoring_agentidentity id MBR-017120, confidence 0.994, method probabilistic, matched record CLM-420951, policy version 1
- Record linked automatically1b11ef045e2026-10-19 19:31:28, scoring_agentidentity id MBR-021979, confidence 1, method probabilistic, matched record CLM-420951, policy version 1