Record, CLM, bronze and silver
CLM-429577
Received 2026-09-28T06:19:37Z, line 780 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Piarce | Piarce | Unchanged |
| Date of birth | Feb 4, 1975·· | 1975-02-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-58226-07 | UHC-58226-07 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 447-761-5739 | 4477615739 | Parsed |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- lauren|piarce
- Address key
- —
- Canonical first
- lauren
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-138801 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023617
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Pierce, 1975-02-04, 2 records, Verified
Evidence
Matched against ENR-138801
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb8779f3c5d2026-10-19 19:54:38, matching_agentidentity id MBR-023617, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138801
- Record linked automaticallye5cea9dbd12026-10-19 19:52:09, matching_agentidentity id MBR-023617, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138801
- Record linked automatically8d3b88fadb2026-10-19 19:45:42, matching_agentidentity id MBR-023617, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138801
- Record linked automaticallyfb5cbc19e52026-10-19 19:32:31, matching_agentidentity id MBR-023617, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138801
- Record linked automatically3b1f105b6a2026-10-19 19:31:28, scoring_agentidentity id MBR-016073, confidence 1, method probabilistic, matched record TPA-62981, policy version 1