Record, CLM, bronze and silver
CLM-401047
Received 2026-02-19T22:41:33Z, line 79,270 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 | Christina | Christina | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1972-07-12·· | 1972-07-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| ···· | — | Unchanged | |
| Address | 1049 HARBOR BOULEVARD | 1049 Harbor Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85242 | 85242 | Unchanged |
| Group | null | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- christina|singh
- Address key
- 1049|harbor|85242
- Canonical first
- christina
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
- 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 |
|---|---|---|---|---|
| ENR-101364 | 1.00 | Scored | — | Auto-linked |
| CLM-401049 | 0.93 | Scored | — | Auto-linked |
| CLM-401048 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011333
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christina Singh, 1972-07-12, 4 records, Verified
Evidence
Matched against ENR-101364
| 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 automatically0aeb2013102026-10-22 12:43:54, scoring_agentidentity id MBR-011333, confidence 1, method probabilistic, matched record ENR-101364, policy version 1
- Record linked automatically9c2df887cf2026-10-19 19:54:38, scoring_agentidentity id MBR-011333, confidence 1, method probabilistic, matched record ENR-101364, policy version 1
- Record linked automatically3ab3070ca52026-10-19 19:52:09, scoring_agentidentity id MBR-011333, confidence 1, method probabilistic, matched record ENR-101364, policy version 1
- Record linked automatically1eb9a2b9752026-10-19 19:45:42, scoring_agentidentity id MBR-011333, confidence 1, method probabilistic, matched record ENR-101364, policy version 1
- Record linked automatically5dc263bca62026-10-19 19:32:31, scoring_agentidentity id MBR-011333, confidence 1, method probabilistic, matched record ENR-101364, policy version 1
- Record linked automaticallyc122ae59f72026-10-19 19:31:28, scoring_agentidentity id MBR-000033, confidence 1, method probabilistic, matched record CLM-401048, policy version 1