Record, CLM, bronze and silver
CLM-428002
Received 2026-06-04T18:03:44Z, line 338 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 | Garia, Helen | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Garia | Changed |
| Date of birth | 1/28/1973 | 1973-01-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 9082605200 | 9082605200 | Unchanged |
| null | — | Cleared | |
| Address | 8801 Forest Avenue | 8801 Forest Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93720 | 93720 | Unchanged |
| Group | null | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- helen|garia
- Address key
- 8801|forest|93720
- Canonical first
- helen
Quality flags
5 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
- 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-428003 | 0.99 | Scored | — | Auto-linked |
| PRV-28215 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012289
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Helen Garcia, 1973-01-28, 4 records, Verified
Evidence
Matched against PRV-28215
| 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
5 hash-chained entries for this record
- Record linked automatically54a1ccc09e2026-10-19 19:54:38, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record PRV-28215, policy version 1
- Record linked automatically6826efa4112026-10-19 19:52:09, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record PRV-28215, policy version 1
- Record linked automaticallyf48eb0b2bd2026-10-19 19:45:42, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record PRV-28215, policy version 1
- Record linked automatically7c8d9bec3b2026-10-19 19:32:31, scoring_agentidentity id MBR-012289, confidence 0.993, method probabilistic, matched record PRV-28215, policy version 1
- Record linked automatically30946990692026-10-19 19:31:28, scoring_agentidentity id MBR-017901, confidence 0.995, method probabilistic, matched record CLM-428003, policy version 1