Record, CLM, bronze and silver
CLM-418629
Received 2026-06-02T10:47:29Z, line 31,809 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 | JOHN | John | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMOS | Ramos | Changed |
| Date of birth | 07-07-1994 | 1994-07-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-05969-13 | UHC-05969-13 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 208-627-8814 | 2086278814 | Parsed |
| - | — | Cleared | |
| Address | ·3869 Baseline Road | 3869 Baseline Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93712 | 93712 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- john|ramos
- Address key
- 3869|baseline|93712
- Canonical first
- john
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)
- 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 |
|---|---|---|---|---|
| CLM-418627 | 1.00 | Scored | — | Auto-linked |
| CLM-418628 | 1.00 | Scored | — | Auto-linked |
| ENR-124505 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001898
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Ramos, 1994-07-07, 4 records, Verified
Evidence
Matched against CLM-418627
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyde173efa762026-10-19 19:54:38, scoring_agentidentity id MBR-001898, confidence 1, method probabilistic, matched record CLM-418627, policy version 1
- Record linked automatically25265fe2bb2026-10-19 19:52:08, scoring_agentidentity id MBR-001898, confidence 1, method probabilistic, matched record CLM-418627, policy version 1
- Record linked automatically47937dcaf82026-10-19 19:45:41, scoring_agentidentity id MBR-001898, confidence 1, method probabilistic, matched record CLM-418627, policy version 1
- Record linked automatically34cc7b9a142026-10-19 19:32:31, scoring_agentidentity id MBR-001898, confidence 1, method probabilistic, matched record CLM-418627, policy version 1
- Record linked automatically2f2e0112322026-10-19 19:31:28, matching_agentidentity id MBR-005813, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25424