Record, CLM, bronze and silver
CLM-420327
Received 2026-08-31T02:37:22Z, line 91,137 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | SMITH | Smith | Changed |
| Date of birth | 1984-10-21 | 1984-10-21 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 600-958-2377 | 6009582377 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | null·· | — | Cleared |
| ZIP | ·NULL | — | Cleared |
| Group | GRP-4203 | GRP-4203 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- kyle|smith
- Address key
- —
- Canonical first
- kyle
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-420328 | 1.00 | Scored | — | Auto-linked |
| CLM-420329 | 1.00 | Scored | — | Auto-linked |
| CLM-420330 | 1.00 | Scored | — | Auto-linked |
| CLM-420331 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015444
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kyle Smith, 1984-10-21, 5 records, Verified
Evidence
Matched against CLM-420328
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyeaa8c02fae2026-10-22 12:43:54, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automaticallye141ae967f2026-10-19 19:54:38, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automaticallyc05cf74fb32026-10-19 19:52:09, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically96c10431342026-10-19 19:45:42, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically2d4f07ad402026-10-19 19:32:31, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically97a0b94c362026-10-19 19:31:28, matching_agentidentity id MBR-028547, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-126676