Record, CLM, bronze and silver
CLM-416236
Received 2026-09-25T03:54:10Z , line 15,003 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 | Gloria | Gloria | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Harper | Harper | Unchanged |
| Date of birth | 1943-06-01 | 1943-06-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8737 | •••-••-8737 | Parsed |
| Phone | 398-374-9184 | 3983749184 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-7609 | GRP-7609 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.96
- Name key
- gloria|harper
- Address key
- —
- Canonical first
- gloria
Quality flags
2 raised during normalisation
- 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 |
|---|---|---|---|---|
| TPA-57119 | 0.99 | Scored | — | Auto-linked |
| ENR-121380 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416235 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014309
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gloria Harper, 1943-06-01, 4 records, Verified
Evidence
Matched against TPA-57119
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically1e2ae85c352026-10-19 19:54:38, scoring_agentidentity id MBR-014309, confidence 0.995, method probabilistic, matched record TPA-57119, policy version 1
- Record linked automatically74abe2b58c2026-10-19 19:52:09, scoring_agentidentity id MBR-014309, confidence 0.995, method probabilistic, matched record TPA-57119, policy version 1
- Record linked automaticallyd2476e1c112026-10-19 19:45:42, scoring_agentidentity id MBR-014309, confidence 0.995, method probabilistic, matched record TPA-57119, policy version 1
- Record linked automatically3c195330ee2026-10-19 19:32:31, scoring_agentidentity id MBR-014309, confidence 0.995, method probabilistic, matched record TPA-57119, policy version 1
- Record linked automaticallyfd02b446682026-10-19 19:31:28, matching_agentidentity id MBR-003931, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121274