Record, CLM, bronze and silver
CLM-431370
Received 2026-05-21T06:58:47Z, line 24,161 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 | WILLIAM | William | Changed |
| Middle | — | — | Unchanged |
| Last name | COLLINS | Collins | Changed |
| Date of birth | 19730109 | 1973-01-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·14868085700 | 4868085700 | Parsed |
| — | — | Unchanged | |
| Address | ·N/A | — | Cleared |
| City | ·- | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-5135 | GRP-5135 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.90
- Name key
- william|collins
- Address key
- —
- Canonical first
- william
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-431373 | 1.00 | Scored | — | Auto-linked |
| CLM-431369 | 1.00 | Scored | — | Auto-linked |
| CLM-431372 | 0.83 | Scored | — | Sent to steward |
| CLM-431371 | 0.83 | Scored | — | Sent to steward |
| PRV-29174 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030469
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Collins, 1973-01-09, 5 records, Verified
Evidence
Matched against CLM-431369
| 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 automatically47884833492026-10-19 19:54:38, scoring_agentidentity id MBR-030469, confidence 1, method probabilistic, matched record CLM-431369, policy version 1
- Record linked automatically46c21fe11f2026-10-19 19:52:09, scoring_agentidentity id MBR-030469, confidence 1, method probabilistic, matched record CLM-431369, policy version 1
- Record linked automatically0e47e172962026-10-19 19:45:42, scoring_agentidentity id MBR-030469, confidence 1, method probabilistic, matched record CLM-431369, policy version 1
- Record linked automaticallyae33299fb12026-10-19 19:32:31, scoring_agentidentity id MBR-030469, confidence 1, method probabilistic, matched record CLM-431369, policy version 1
- Record linked automaticallye98cbae1f22026-10-19 19:31:28, matching_agentidentity id MBR-007440, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431373