Record, CLM, bronze and silver
CLM-421358
Received 2026-07-13T10:20:15Z, line 62,644 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 | Larry | Larry | Unchanged |
| Middle | Y | Y | Unchanged |
| Last name | Bradley | Bradley | Unchanged |
| Date of birth | 2001-10-13 | 2001-10-13 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8956 | •••-••-8956 | Unchanged |
| Phone | +1 909 242 7138 | 9092427138 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-5987 | GRP-5987 | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.82
- Name key
- larry|bradley
- Address key
- —
- Canonical first
- larry
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-421359 | 0.99 | Scored | — | Auto-linked |
| TPA-59388 | 0.83 | Scored | — | Sent to steward |
| TPA-59387 | 0.83 | Scored | — | Sent to steward |
| CLM-421357 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038211
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Larry Bradley, 2001-10-13, 2 records, Verified
Evidence
Matched against CLM-421359
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically15a028423d2026-10-19 19:54:39, scoring_agentidentity id MBR-038211, confidence 0.99, method probabilistic, matched record CLM-421359, policy version 1
- Record linked automaticallyf6920e81ea2026-10-19 19:52:09, scoring_agentidentity id MBR-038211, confidence 0.99, method probabilistic, matched record CLM-421359, policy version 1
- Record linked automatically6bc800beae2026-10-19 19:45:42, scoring_agentidentity id MBR-038211, confidence 0.99, method probabilistic, matched record CLM-421359, policy version 1
- Record linked automaticallyc7674948f82026-10-19 19:32:31, scoring_agentidentity id MBR-038211, confidence 0.99, method probabilistic, matched record CLM-421359, policy version 1
- Record linked automaticallyeb5d48e3de2026-10-19 19:31:28, matching_agentidentity id MBR-004022, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421357