Record, CLM , bronze and silver
CLM-421007
Received 2026-02-12T10:26:06Z, line 27,164 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Adam | Adam | Unchanged |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | Aug 22, 1986 | 1986-08-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-42579-42 | UHC-42579-42 | Unchanged |
| SSN | •••-••-6189 | •••-••-6189 | Unchanged |
| Phone | (681) 523-0456·· | 6815230456 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-5527 | GRP-5527 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.92
- Name key
- adam|mcdonald
- Address key
- —
- Canonical first
- adam
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-127590 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127591 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421006 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421005 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012494
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Adam McDonald, 1986-08-22, 4 records, Verified
Evidence
Matched against ENR-127590
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically34a1c1e7142026-10-19 19:54:38, matching_agentidentity id MBR-012494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127590
- Record linked automatically4d4d72b5162026-10-19 19:52:09, matching_agentidentity id MBR-012494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127590
- Record linked automatically52b23b9d212026-10-19 19:45:42, matching_agentidentity id MBR-012494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127590
- Record linked automaticallyed67ebff982026-10-19 19:32:31, matching_agentidentity id MBR-012494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127590
- Record linked automaticallyca3968c1fa2026-10-19 19:31:28, matching_agentidentity id MBR-014394, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59165