Record, CLM, bronze and silver
CLM-422970
Received 2026-02-09T08:40:33Z, line 85,155 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 | CAROL | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | ·09-02-1957 | 1957-02-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | (821) 512-2517 | 8215122517 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.90
- Name key
- carol|pierce
- Address key
- —
- Canonical first
- carol
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 |
|---|---|---|---|---|
| PRV-26789 | 1.00 | Scored | — | Auto-linked |
| CLM-422969 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011673
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Pierce, 1957-02-09, 4 records, Verified
Evidence
Matched against PRV-26789
| 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 automatically9862d3f4e42026-10-19 19:54:38, scoring_agentidentity id MBR-011673, confidence 1, method probabilistic, matched record PRV-26789, policy version 1
- Record linked automatically795d52a0642026-10-19 19:52:09, scoring_agentidentity id MBR-011673, confidence 1, method probabilistic, matched record PRV-26789, policy version 1
- Record linked automatically0f023fe4032026-10-19 19:45:42, scoring_agentidentity id MBR-011673, confidence 1, method probabilistic, matched record PRV-26789, policy version 1
- Record linked automatically7411ead1542026-10-19 19:32:31, scoring_agentidentity id MBR-011673, confidence 1, method probabilistic, matched record PRV-26789, policy version 1
- Record linked automaticallyf7fcfe5fd12026-10-19 19:31:28, matching_agentidentity id MBR-013996, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130265