Record, CLM , bronze and silver
CLM-409008
Received 2026-06-23T22:32:29Z, line 23,076 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 | Jacqueline | Jacqueline | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Williams | Williams | Unchanged |
| Date of birth | 1947-08-08 | 1947-08-08 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 7124 CAMELBACK RD | 7124 Camelback Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85756 | 85756 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.68
- Name key
- jacqueline|williams
- Address key
- 7124|camelback|85756
- Canonical first
- jacqueline
Quality flags
4 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-409007 | 1.00 | Scored | — | Auto-linked |
| CLM-409005 | 1.00 | Scored | — | Auto-linked |
| CLM-409006 | 1.00 | Scored | — | Auto-linked |
| CLM-409009 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011346
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Williams, 1947-08-08, 5 records, Verified
Evidence
Matched against CLM-409005
| 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 automatically32143f11fd2026-10-22 12:43:54, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409005, policy version 1
- Record linked automatically1a93d0c6c92026-10-19 19:54:38, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409005, policy version 1
- Record linked automatically10e43688c42026-10-19 19:52:09, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409005, policy version 1
- Record linked automatically1444df58592026-10-19 19:45:42, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409005, policy version 1
- Record linked automaticallyf64c3cadbc2026-10-19 19:32:31, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409005, policy version 1
- Record linked automatically17405c36632026-10-19 19:31:28, scoring_agentidentity id MBR-027255, confidence 1, method probabilistic, matched record TPA-54010, policy version 1