Record, CLM, bronze and silver
CLM-420953
Received 2026-03-03T08:17:34Z, line 67,963 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 | — | — | Unchanged |
| Last name | ·montgomery | Montgomery | Changed |
| Date of birth | 17-04-1976 | 1976-04-17 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| hiroshi.montgomery56@aol.com | hiroshi.montgomery56@aol.com | Unchanged | |
| Address | 1778 Ridge Rd Apt 21 | 1778 Ridge Rd Apt 21 | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- hiroshi|montgomery
- Address key
- 1778|ridge|miami
- 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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- ZIP missingStreet address present but no ZIP supplied
- 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-420950 | 0.93 | Scored | — | Auto-linked |
| CLM-420951 | 0.93 | Scored | — | Auto-linked |
| CLM-420952 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017120
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Hiroshi Montgomery, 1976-04-17, 5 records, Verified
Evidence
Matched against CLM-420950
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically93054c4b3f2026-10-19 19:54:38, scoring_agentidentity id MBR-017120, confidence 0.932, method probabilistic, matched record CLM-420950, policy version 1
- Record linked automatically3a73d137812026-10-19 19:52:09, scoring_agentidentity id MBR-017120, confidence 0.932, method probabilistic, matched record CLM-420950, policy version 1
- Record linked automatically961769915b2026-10-19 19:45:42, scoring_agentidentity id MBR-017120, confidence 0.932, method probabilistic, matched record CLM-420950, policy version 1
- Record linked automatically5e62bb5bf12026-10-19 19:32:31, scoring_agentidentity id MBR-017120, confidence 0.932, method probabilistic, matched record CLM-420950, policy version 1
- Record linked automatically5130f166872026-10-19 19:31:28, matching_agentidentity id MBR-035037, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127497