Record, CLM , bronze and silver
CLM-410089
Received 2026-04-06T15:23:18Z, line 90,852 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 | Chen, Aisha | Aisha | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Chen | Changed |
| Date of birth | 1944-10-03 | 1944-10-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | N/A·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 7409994529·· | 7409994529 | Parsed |
| — | — | Unchanged | |
| Address | 5831 SAGE COURT | 5831 Sage Ct | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-1380 | GRP-1380 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.38
- Name key
- aisha|chen
- Address key
- 5831|sage|sacramento
- Canonical first
- aisha
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-54419 | 0.93 | Scored | — | Auto-linked |
| CLM-410091 | 0.83 | Scored | — | Sent to steward |
| CLM-410090 | 0.83 | Scored | — | Sent to steward |
| ENR-113298 | 0.79 | Scored | — | Sent to steward |
| TPA-54418 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024318
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Aisha Chen, 1944-10-03, 2 records, Verified
Evidence
Matched against TPA-54419
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically42a863b4b52026-10-19 19:54:38, scoring_agentidentity id MBR-024318, confidence 0.925, method probabilistic, matched record TPA-54419, policy version 1
- Record linked automatically440afa92b82026-10-19 19:52:09, scoring_agentidentity id MBR-024318, confidence 0.925, method probabilistic, matched record TPA-54419, policy version 1
- Record linked automaticallyda66862e5b2026-10-19 19:45:42, scoring_agentidentity id MBR-024318, confidence 0.925, method probabilistic, matched record TPA-54419, policy version 1
- Record linked automaticallye4175fcdcd2026-10-19 19:32:31, scoring_agentidentity id MBR-024318, confidence 0.925, method probabilistic, matched record TPA-54419, policy version 1
- Record linked automatically93f374aaec2026-10-19 19:31:28, matching_agentidentity id MBR-023456, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113335