Record, CLM, bronze and silver
CLM-421599
Received 2026-03-16T06:00:55Z, line 75,186 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 | jacob | Jacob | Changed |
| Middle | — | — | Unchanged |
| Last name | ramirez | Ramirez | Changed |
| Date of birth | 01-06-1979 | 1979-06-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-2306 | •••-••-2306 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 6959 Willow Ct | 6959 Willow Ct | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | ·Arizona | AZ | Changed |
| ZIP | 85296 | 85296 | Unchanged |
| Group | GRP-5391 | GRP-5391 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.78
- Name key
- jacob|ramirez
- Address key
- 6959|willow|85296
- Canonical first
- jacob
Quality flags
5 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)
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-421598 | 1.00 | Scored | — | Auto-linked |
| PRV-26364 | 1.00 | Scored | — | Auto-linked |
| PRV-26365 | 1.00 | Scored | — | Auto-linked |
| PRV-26366 | 1.00 | Scored | — | Auto-linked |
| ENR-128270 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020000
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacob Ramirez, 1979-06-01, 6 records, Verified
Evidence
Matched against CLM-421598
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd6df0adf052026-10-22 12:43:54, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421598, policy version 1
- Record linked automatically4ba76cd0b02026-10-19 19:54:38, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421598, policy version 1
- Record linked automatically9dd3d2e81b2026-10-19 19:52:09, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421598, policy version 1
- Record linked automatically0569ceba652026-10-19 19:45:42, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421598, policy version 1
- Record linked automaticallyb6b1699aca2026-10-19 19:32:31, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421598, policy version 1
- Record linked automatically85e18f0ac82026-10-19 19:31:28, matching_agentidentity id MBR-005056, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128384