Record, CLM , bronze and silver
CLM-406663
Received 2026-02-21T20:34:47Z, line 82,210 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 | PAMELA | Pamela | Changed |
| Middle | Q. | Q | Changed |
| Last name | BLACK | Black | Changed |
| Date of birth | 1969-01-06 | 1969-01-06 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC-33930-18·· | UHC-33930-18 | Parsed |
| SSN | •••-••-5678 | •••-••-5678 | Unchanged |
| Phone | +1 367 255 2354·· | 3672552354 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- pamela|black
- Address key
- —
- Canonical first
- pamela
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-406662 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108704 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406664 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52929 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014917
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Pamela Black, 1969-01-06, 5 records, Verified
Evidence
Matched against CLM-406662
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd208ba822e2026-10-19 19:54:38, matching_agentidentity id MBR-014917, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406662
- Record linked automaticallyf8a21f18fb2026-10-19 19:52:09, matching_agentidentity id MBR-014917, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406662
- Record linked automaticallyb211e64a0e2026-10-19 19:45:42, matching_agentidentity id MBR-014917, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406662
- Record linked automaticallyf01c1396122026-10-19 19:32:31, matching_agentidentity id MBR-014917, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406662
- Record linked automaticallyf76419e4e42026-10-19 19:31:28, matching_agentidentity id MBR-007541, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108739