Record, CLM, bronze and silver
CLM-416192
Received 2026-10-18T06:25:26Z, line 36,471 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 | Brooks, Steven | Steven | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Brooks | Changed |
| Date of birth | 05/11/1991 | 1991-05-11 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 353-498-0855 | 3534980855 | Parsed |
| NULL | — | Cleared | |
| Address | 6614 Camelback Rd | 6614 Camelback Rd | Unchanged |
| City | ·Tampa | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33699·· | 33699 | Changed |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- steven|brooks
- Address key
- 6614|camelback|33699
- Canonical first
- steven
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-416190 | 1.00 | Scored | — | Auto-linked |
| CLM-416191 | 1.00 | Scored | — | Auto-linked |
| CLM-416193 | 0.98 | Scored | — | Auto-linked |
| ENR-121318 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020386
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Steven Brooks, 1991-05-11, 5 records, Verified
Evidence
Matched against CLM-416190
| 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
4 hash-chained entries for this record
- Record linked automaticallya41d4e5ea72026-10-19 19:54:38, scoring_agentidentity id MBR-020386, confidence 1, method probabilistic, matched record CLM-416190, policy version 1
- Record linked automaticallyd79a76e9062026-10-19 19:52:09, scoring_agentidentity id MBR-020386, confidence 1, method probabilistic, matched record CLM-416190, policy version 1
- Record linked automaticallycf78b72a002026-10-19 19:45:42, scoring_agentidentity id MBR-020386, confidence 1, method probabilistic, matched record CLM-416190, policy version 1
- Record linked automatically99e0c975672026-10-19 19:32:31, scoring_agentidentity id MBR-020386, confidence 1, method probabilistic, matched record CLM-416190, policy version 1