Record, CLM , bronze and silver
CLM-421598
Received 2026-04-21T00:31:12Z, line 60,755 of the CLM feed
CLM Scored
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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | 6/1/1979 | 1979-06-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 207 207 0968 | 2072070968 | Parsed |
| — | — | Unchanged | |
| Address | 6959 WILLOW COURT | 6959 Willow Ct | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85296 | 85296 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- jacob|ramirez
- Address key
- 6959|willow|85296
- Canonical first
- jacob
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-26364 | 1.00 | Scored | — | Auto-linked |
| PRV-26365 | 1.00 | Scored | — | Auto-linked |
| ENR-128270 | 1.00 | Scored | — | Auto-linked |
| PRV-26366 | 1.00 | Scored | — | Auto-linked |
| CLM-421599 | 1.00 | Scored | — | 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-421599
| 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 automatically42f94b6c172026-10-22 12:43:54, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421599, policy version 1
- Record linked automaticallyb2524d702a2026-10-19 19:54:38, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421599, policy version 1
- Record linked automatically2b6ce432552026-10-19 19:52:09, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421599, policy version 1
- Record linked automatically649f63b9fe2026-10-19 19:45:42, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421599, policy version 1
- Record linked automatically84af1c28a52026-10-19 19:32:31, scoring_agentidentity id MBR-020000, confidence 1, method probabilistic, matched record CLM-421599, policy version 1
- Record linked automatically7810cc793c2026-10-19 19:31:28, scoring_agentidentity id MBR-005056, confidence 1, method probabilistic, matched record ENR-128384, policy version 1