Record, CLM, bronze and silver
CLM-413830
Received 2026-03-25T23:00:10Z, line 10,119 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | GIBSON·· | Gibson | Changed |
| Date of birth | 1976-02-21 | 1976-02-21 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 5348288152·· | 5348288152 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·- | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- karen|gibson
- Address key
- —
- Canonical first
- karen
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-413829 | 1.00 | Scored | — | Auto-linked |
| ENR-118080 | 1.00 | Scored | — | Auto-linked |
| ENR-118081 | 1.00 | Scored | — | Auto-linked |
| CLM-413828 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022056
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Gibson, 1976-02-21, 4 records, Verified
Evidence
Matched against CLM-413829
| 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 automatically1fde82e3612026-10-19 19:54:38, scoring_agentidentity id MBR-022056, confidence 1, method probabilistic, matched record CLM-413829, policy version 1
- Record linked automaticallyde3fbfd81f2026-10-19 19:52:09, scoring_agentidentity id MBR-022056, confidence 1, method probabilistic, matched record CLM-413829, policy version 1
- Record linked automatically9c4a7a025a2026-10-19 19:45:42, scoring_agentidentity id MBR-022056, confidence 1, method probabilistic, matched record CLM-413829, policy version 1
- Record linked automaticallyddc4481fd02026-10-19 19:32:31, scoring_agentidentity id MBR-022056, confidence 1, method probabilistic, matched record CLM-413829, policy version 1
- Record linked automatically84962bb36c2026-10-19 19:31:28, scoring_agentidentity id MBR-005449, confidence 1, method probabilistic, matched record CLM-413831, policy version 1