Record, CLM, bronze and silver
CLM-410890
Received 2026-09-11T05:30:00Z, line 22,830 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 | Bell, Katherine | Katherine | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Bell | Changed |
| Date of birth | ·Jul 13, 1997 | 1997-07-13 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 9027914060 | 9027914060 | Unchanged |
| ·· | — | Unchanged | |
| Address | 8466 Bayshore Drive·· | 8466 Bayshore Dr | Changed |
| City | Tempe | Tempe | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85265 | 85265 | Unchanged |
| Group | GRP-3482 | GRP-3482 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- katherine|bell
- Address key
- 8466|bayshore|85265
- Canonical first
- katherine
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
- 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
- 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-114269 | 1.00 | Scored | — | Auto-linked |
| CLM-410891 | 1.00 | Scored | — | Auto-linked |
| ENR-114270 | 1.00 | Scored | — | Auto-linked |
| CLM-410889 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026521
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Katherine Bell, 1997-07-13, 5 records, Verified
Evidence
Matched against ENR-114270
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf4c3c937832026-10-22 12:43:54, scoring_agentidentity id MBR-026521, confidence 1, method probabilistic, matched record ENR-114270, policy version 1
- Record linked automatically9a455bb2772026-10-19 19:54:38, scoring_agentidentity id MBR-026521, confidence 1, method probabilistic, matched record ENR-114270, policy version 1
- Record linked automatically3f64c321ca2026-10-19 19:52:09, scoring_agentidentity id MBR-026521, confidence 1, method probabilistic, matched record ENR-114270, policy version 1
- Record linked automaticallydb8fa8b2482026-10-19 19:45:42, scoring_agentidentity id MBR-026521, confidence 1, method probabilistic, matched record ENR-114270, policy version 1
- Record linked automaticallya0e9c317882026-10-19 19:32:31, scoring_agentidentity id MBR-026521, confidence 1, method probabilistic, matched record ENR-114270, policy version 1
- Record linked automatically4b5472be5b2026-10-19 19:31:28, matching_agentidentity id MBR-028807, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410891