Record, CLM, bronze and silver
CLM-432612
Received 2026-05-19T12:09:10Z, line 96,297 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoaz | Espinoaz | Unchanged |
| Date of birth | 03/01/43 | 1943-03-01 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 218-663-1113 | 2186631113 | Parsed |
| NULL | — | Cleared | |
| Address | 9827 Lake View Rd | 9827 Lake View Rd | Unchanged |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92130 | 92130 | Unchanged |
| Group | ·GRP-6354 | GRP-6354 | Changed |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.66
- Name key
- jacob|espinoaz
- Address key
- 9827|lake view|92130
- Canonical first
- jacob
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-432610 | 0.99 | Scored | — | Auto-linked |
| PRV-29530 | 0.99 | Scored | — | Auto-linked |
| CLM-432611 | 0.99 | Scored | — | Auto-linked |
| ENR-142807 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020844
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jacob Espinoza, 1943-03-01, 5 records, Verified
Evidence
Matched against CLM-432611
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically05142a2e1b2026-10-22 12:43:54, scoring_agentidentity id MBR-020844, confidence 0.995, method probabilistic, matched record CLM-432611, policy version 1
- Record linked automaticallyaac31d06352026-10-19 19:54:38, scoring_agentidentity id MBR-020844, confidence 0.995, method probabilistic, matched record CLM-432611, policy version 1
- Record linked automatically6856d5f4a82026-10-19 19:52:09, scoring_agentidentity id MBR-020844, confidence 0.995, method probabilistic, matched record CLM-432611, policy version 1
- Record linked automatically45858bc1182026-10-19 19:45:42, scoring_agentidentity id MBR-020844, confidence 0.995, method probabilistic, matched record CLM-432611, policy version 1
- Record linked automaticallyed16fdfbe52026-10-19 19:32:31, scoring_agentidentity id MBR-020844, confidence 0.995, method probabilistic, matched record CLM-432611, policy version 1
- Record linked automatically59408577aa2026-10-19 19:31:28, matching_agentidentity id MBR-005741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142994