Record, CLM, bronze and silver
CLM-404698
Received 2026-01-13T15:38:07Z, line 9,182 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 | Stephens, Brenda | Brenda | Changed |
| Middle | L | L | Unchanged |
| Last name | — | Stephens | Changed |
| Date of birth | Mar 2, 2000 | 2000-03-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (876) 219-6814 | 8762196814 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-6378 | GRP-6378 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- brenda|stephens
- Address key
- —
- Canonical first
- brenda
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
- 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
- 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-404697 | 1.00 | Scored | — | Auto-linked |
| ENR-106192 | 1.00 | Scored | — | Auto-linked |
| PRV-21357 | 1.00 | Scored | — | Auto-linked |
| CLM-404696 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004014
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Stephens, 2000-03-02, 5 records, Verified
Evidence
Matched against CLM-404697
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically00a2ec564a2026-10-22 12:43:53, scoring_agentidentity id MBR-004014, confidence 1, method probabilistic, matched record CLM-404697, policy version 1
- Record linked automatically8e5c681de42026-10-19 19:54:38, scoring_agentidentity id MBR-004014, confidence 1, method probabilistic, matched record CLM-404697, policy version 1
- Record linked automaticallyc3bda9f38a2026-10-19 19:52:08, scoring_agentidentity id MBR-004014, confidence 1, method probabilistic, matched record CLM-404697, policy version 1
- Record linked automaticallyb6a856637c2026-10-19 19:45:42, scoring_agentidentity id MBR-004014, confidence 1, method probabilistic, matched record CLM-404697, policy version 1
- Record linked automatically7fe5f64ee02026-10-19 19:32:31, scoring_agentidentity id MBR-004014, confidence 1, method probabilistic, matched record CLM-404697, policy version 1