Record, CLM , bronze and silver
CLM-413146
Received 2026-05-06T13:52:27Z, line 93,803 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | McCoy, Ann | Ann | Changed |
| Middle | M·· | M | Changed |
| Last name | — | McCoy | Changed |
| Date of birth | 1972-11-10 | 1972-11-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 518-248-1203 | 5182481203 | Parsed |
| ·N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | ·null | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-2353 | GRP-2353 | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.78
- Name key
- ann|mccoy
- Address key
- —
- Canonical first
- ann
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-117264 | 1.00 | Scored | — | Auto-linked |
| CLM-413147 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012828
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann McCoy, 1972-11-10, 3 records, Verified
Evidence
Matched against ENR-117264
| 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 automatically24c8dd33e72026-10-19 19:54:38, scoring_agentidentity id MBR-012828, confidence 1, method probabilistic, matched record ENR-117264, policy version 1
- Record linked automatically3b82557d3a2026-10-19 19:52:09, scoring_agentidentity id MBR-012828, confidence 1, method probabilistic, matched record ENR-117264, policy version 1
- Record linked automatically0ca8c85fc92026-10-19 19:45:42, scoring_agentidentity id MBR-012828, confidence 1, method probabilistic, matched record ENR-117264, policy version 1
- Record linked automatically0f8098dc152026-10-19 19:32:31, scoring_agentidentity id MBR-012828, confidence 1, method probabilistic, matched record ENR-117264, policy version 1
- Record linked automatically3707b246a72026-10-19 19:31:28, scoring_agentidentity id MBR-002932, confidence 1, method probabilistic, matched record CLM-413147, policy version 1