Record, CLM, bronze and silver
CLM-406019
Received 2026-01-05T11:05:22Z, line 31,453 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 | Kayla | Kayla | Unchanged |
| Middle | L | L | Unchanged |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 09/18/1982 | 1982-09-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6689 Canyon Road Apt 6 | 6689 Canyon Rd Apt 6 | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75249-7017 | 75249 | Changed |
| Group | GRP-9363 | GRP-9363 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- kayla|bell
- Address key
- 6689|canyon|75249
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-107933 | 1.00 | Scored | — | Auto-linked |
| CLM-406018 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001435
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Bell, 1982-09-18, 3 records, Verified
Evidence
Matched against ENR-107933
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically995e5462782026-10-19 19:54:38, scoring_agentidentity id MBR-001435, confidence 1, method probabilistic, matched record ENR-107933, policy version 1
- Record linked automatically0cc09720f92026-10-19 19:52:08, scoring_agentidentity id MBR-001435, confidence 1, method probabilistic, matched record ENR-107933, policy version 1
- Record linked automatically5a6eb065272026-10-19 19:45:41, scoring_agentidentity id MBR-001435, confidence 1, method probabilistic, matched record ENR-107933, policy version 1
- Record linked automatically608c984e852026-10-19 19:32:31, scoring_agentidentity id MBR-001435, confidence 1, method probabilistic, matched record ENR-107933, policy version 1
- Record linked automatically9821b9f50a2026-10-19 19:31:28, scoring_agentidentity id MBR-012711, confidence 1, method probabilistic, matched record TPA-52692, policy version 1