Record, CLM, bronze and silver
CLM-431036
Received 2026-02-21T04:25:40Z, line 23,685 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ford | Ford | Unchanged |
| Date of birth | 1977-10-26·· | 1977-10-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·null | — | Cleared |
| SSN | •••-••-4683 | •••-••-4683 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| emily.ford@icloud.com | emily.ford@icloud.com | Unchanged | |
| Address | 1597 Meadow Lane | 1597 Meadow Ln | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85223·· | 85223 | Changed |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- emily|ford
- Address key
- 1597|meadow|85223
- Canonical first
- emily
Quality flags
5 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
- 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-140765 | 1.00 | Scored | — | Auto-linked |
| ENR-140764 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014738
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emily Ford, 1977-10-26, 3 records, Verified
Evidence
Matched against ENR-140765
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd7494abb562026-10-22 12:43:54, scoring_agentidentity id MBR-014738, confidence 1, method probabilistic, matched record ENR-140765, policy version 1
- Record linked automatically7658881eba2026-10-19 19:54:38, scoring_agentidentity id MBR-014738, confidence 1, method probabilistic, matched record ENR-140765, policy version 1
- Record linked automatically8fa92cbca82026-10-19 19:52:09, scoring_agentidentity id MBR-014738, confidence 1, method probabilistic, matched record ENR-140765, policy version 1
- Record linked automaticallyef766daccc2026-10-19 19:45:42, scoring_agentidentity id MBR-014738, confidence 1, method probabilistic, matched record ENR-140765, policy version 1
- Record linked automaticallye99acdd2882026-10-19 19:32:31, scoring_agentidentity id MBR-014738, confidence 1, method probabilistic, matched record ENR-140765, policy version 1
- Record linked automatically9d1a487f4f2026-10-19 19:31:28, scoring_agentidentity id MBR-041734, confidence 1, method probabilistic, matched record ENR-140946, policy version 1