Record, CLM, bronze and silver
CLM-418861
Received 2026-07-14T01:11:17Z, line 42,347 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 | Knight, Luis | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Knight | Changed |
| Date of birth | 1994-04-22 | 1994-04-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (553) 266-9759 | 5532669759 | Parsed |
| null | — | Cleared | |
| Address | 4894 Bayshore Dr | 4894 Bayshore Dr | Unchanged |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75283 | 75283 | Unchanged |
| Group | GRP-7578 | GRP-7578 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- luis|knight
- Address key
- 4894|bayshore|75283
- Canonical first
- luis
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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-124829 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008919
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Luis Knight, 1994-04-22, 2 records, Verified
Evidence
Matched against ENR-124829
| 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
6 hash-chained entries for this record
- Record linked automatically5a5e3f02832026-10-22 12:43:54, scoring_agentidentity id MBR-008919, confidence 0.937, method probabilistic, matched record ENR-124829, policy version 1
- Record linked automaticallyd0120bf10c2026-10-19 19:54:38, scoring_agentidentity id MBR-008919, confidence 0.937, method probabilistic, matched record ENR-124829, policy version 1
- Record linked automatically866c4d952c2026-10-19 19:52:09, scoring_agentidentity id MBR-008919, confidence 0.937, method probabilistic, matched record ENR-124829, policy version 1
- Record linked automatically1cf6a42fc92026-10-19 19:45:42, scoring_agentidentity id MBR-008919, confidence 0.937, method probabilistic, matched record ENR-124829, policy version 1
- Record linked automatically685296d8922026-10-19 19:32:31, scoring_agentidentity id MBR-008919, confidence 0.937, method probabilistic, matched record ENR-124829, policy version 1
- Record linked automaticallya99c1226262026-10-19 19:31:28, scoring_agentidentity id MBR-002035, confidence 1, method probabilistic, matched record ENR-124657, policy version 1