Record, CLM, bronze and silver
CLM-429045
Received 2026-08-10T16:00:10Z, line 39,371 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 | Kyle | Kyle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 12/25/1986 | 1986-12-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 325-267-6589 | 3252676589 | Parsed |
| — | — | Unchanged | |
| Address | 274 Highland Ave | 274 Highland Ave | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-3767 | GRP-3767 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- kyle|howell
- Address key
- 274|highland|miami
- Canonical first
- kyle
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP missingStreet address present but no ZIP supplied
- 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-138069 | 0.94 | Scored | — | Auto-linked |
| ENR-138068 | 0.93 | Scored | — | Auto-linked |
| TPA-62836 | 0.93 | Scored | — | Auto-linked |
| ENR-138070 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008232
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Kyle Howell, 1986-12-25, 5 records, Verified
Evidence
Matched against ENR-138069
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically4fe0f292602026-10-19 19:54:38, scoring_agentidentity id MBR-008232, confidence 0.937, method probabilistic, matched record ENR-138069, policy version 1
- Record linked automaticallyc4038b17e62026-10-19 19:52:09, scoring_agentidentity id MBR-008232, confidence 0.937, method probabilistic, matched record ENR-138069, policy version 1
- Record linked automaticallyb8bd785c5f2026-10-19 19:45:42, scoring_agentidentity id MBR-008232, confidence 0.937, method probabilistic, matched record ENR-138069, policy version 1
- Record linked automatically49330a5df52026-10-19 19:32:31, scoring_agentidentity id MBR-008232, confidence 0.937, method probabilistic, matched record ENR-138069, policy version 1
- Record linked automaticallyd04747a1d62026-10-19 19:31:28, scoring_agentidentity id MBR-009408, confidence 1, method probabilistic, matched record TPA-62758, policy version 1