Record, CLM, bronze and silver
CLM-404803
Received 2026-10-08T15:41:15Z, line 96,362 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 | Romero, Kyle | Kyle | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Romero | Changed |
| Date of birth | 03-05-1943 | 1943-05-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8698 | •••-••-8698 | Parsed |
| Phone | — | — | Unchanged |
| ·UNKNOWN | — | Cleared | |
| Address | 7259 LINCOLN WAY | 7259 Lincoln Way | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | ·55484 | 55484 | Changed |
| Group | GRP-9702 | GRP-9702 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- kyle|romero
- Address key
- 7259|lincoln|55484
- Canonical first
- kyle
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-404804 | 1.00 | Scored | — | Auto-linked |
| CLM-404801 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-106327 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404802 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000730
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kyle Romero, 1943-05-03, 5 records, Verified
Evidence
Matched against CLM-404804
| 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 automatically80724abe942026-10-19 19:54:38, scoring_agentidentity id MBR-000730, confidence 1, method probabilistic, matched record CLM-404804, policy version 1
- Record linked automatically09d04a41132026-10-19 19:52:08, scoring_agentidentity id MBR-000730, confidence 1, method probabilistic, matched record CLM-404804, policy version 1
- Record linked automatically4f9e46bca72026-10-19 19:45:41, scoring_agentidentity id MBR-000730, confidence 1, method probabilistic, matched record CLM-404804, policy version 1
- Record linked automatically448089690f2026-10-19 19:32:31, scoring_agentidentity id MBR-000730, confidence 1, method probabilistic, matched record CLM-404804, policy version 1
- Record linked automaticallya4eb1aaccd2026-10-19 19:31:28, scoring_agentidentity id MBR-027867, confidence 1, method probabilistic, matched record ENR-106271, policy version 1